#eclinical solutions
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The global market for eClinical solutions is estimated at USD 9.85 Billion in 2023 and is projected to reach USD 37.16 Billion by 2033, growing at a CAGR of 14.2% from 2024 to 2033. This comprehensive report provides an in-depth analysis of market trends, drivers, and forecasts, helping you make informed business decisions.
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Transforming Healthcare with eClinicalWorks EHR Integration Solutions
In the ever-evolving field of healthcare, seamless integration of electronic health records (EHR) is essential for enhancing patient care and operational efficiency. eClinicalWorks, a prominent provider of cloud-based healthcare solutions, offers advanced EHR integration solutions designed to unify disparate systems and streamline healthcare delivery. These solutions are pivotal in improving care coordination, data accuracy, and overall healthcare management.
eClinicalWorks integration solutions provide a comprehensive framework for connecting various healthcare technologies, including EHR systems, practice management software, and other clinical tools. This integration addresses a common challenge in healthcare: the fragmentation of patient information across multiple systems. By consolidating data into a unified platform, eClinicalWorks enables healthcare providers to access a single, comprehensive view of patient information, thereby eliminating data silos and improving decision-making.
One of the key benefits of eClinicalWorks EHR integration is the enhancement of care coordination. The platform allows for real-time access to critical patient data, such as medical histories, treatment plans, and diagnostic results. This centralized access facilitates better communication and collaboration among healthcare providers, which is essential for managing complex cases and ensuring continuity of care. For example, when a patient transitions between different care settings or specialists, eClinicalWorks EHR ensures that all relevant information is available to the new care team, supporting a more coordinated approach to treatment.
Interoperability is another significant advantage of eClinicalWorks EHR integration solutions. The platform is designed to integrate seamlessly with a wide range of external systems, including laboratory information systems, radiology information systems, and pharmacy management systems. This broad interoperability enables efficient data exchange and reduces the risk of errors associated with manual data entry. For instance, integration with laboratory systems allows for the automatic updating of patient records with test results, ensuring that healthcare providers have the most current information for clinical decision-making.
Additionally, eClinicalWorks EHR integration extends to administrative functions, such as scheduling and billing. By connecting EHR systems with practice management software, the platform streamlines scheduling, billing, and insurance claims processing. This integration reduces administrative burdens and enhances operational efficiency, allowing healthcare providers to focus more on patient care.
In summary, eClinicalWorks EHR integration solutions play a crucial role in transforming healthcare delivery. By providing a unified platform that enhances care coordination, supports interoperability, and optimizes administrative processes, eClinicalWorks helps healthcare organizations improve patient outcomes and operational efficiency. As the healthcare industry continues to advance, eClinicalWorks remains a key player in driving technological integration and innovation.
#eclinicalworks integration#eclinical works ehr#emr eclinicalworks#eclinicalworks ehr#eclinicalworks ehr system#ehr eclinicalworks#eclinicalworks billing#eclinicalworks emr#eclinicalworks ehr integration#eclinicalworks emr integration#eclinicalworks integration solutions#eclinicalworks integration software#custom eclinicalworks integration solutions#ECLINICALWORKS HEALTHCARE SOFTWARE INTEGRATION SERVICES#ECLINICAL WORKS INTEGRATION SOLUTIONS
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eClinical Solutions Market Size To Reach $22.7 Billion By 2030
The global eClinical solutions market size is expected to reach USD 22.7 billion by 2030, growing at a CAGR of 14.1% from 2024 to 2030, according to a new report by Grand View Research, Inc. Increasing R&D activities by biopharma and pharma companies, application of software solutions in clinical trials, and expanding customer base are anticipated to fuel market growth. During COVID-19, clinical laboratories experienced high demand for COVID-19 tests. Clinical data management systems assisted these laboratories to seamlessly manage the huge influx of specimens daily. Technological advancements such as electronic data capture and Wi-Fi connectivity are projected to drive the market in the forthcoming years.
As the demand for tracking and analyzing clinical data increases, the need for effective clinical solutions rises. Unmet needs to manage efficient clinical development processes are poised to boost market growth over the forecast period. Moreover, digital transformation in the field of clinical trials and preference for data-centric approaches are providing a tremendous push to the market. Demand for integrated clinical IT solutions is increasing due to the massive volume of data generated during clinical development processes. eClinical solutions offer a single source of information that helps optimize the cost by eliminating redundant data entry and by reducing on-site verification and source data verification. Rising awareness regarding these advantages is projected to propel the market.
Increasing adoption of eClinical workflows in trials offers enormous potential in clinical development processes. These solutions can facilitate decision-making in each stage of development. It helps reduce cost and time between the development phase by utilizing seamless designs and identifying failing compounds. It offers rapid access to data and patient safety information, which helps make quick decisions. Market players engage in new product development and strategic alliances including partnership, agreement, promotional activities, etc. to keep market rivalry high. In August 2023, Sitero acquired Clarios eClinical technology suite to enhance clinical trial delivery. This acquisition demonstrates Sitero's dedication to remain at the forefront of innovation and offering its clients the best possible support and services.
Request a free sample copy or view report summary: https://www.grandviewresearch.com/industry-analysis/eclinical-solutions-market
eClinical Solutions Market Report Highlights
Based on product, the CTMS segment led the market in 2023 and accounted for a revenue share of around 20.2% owing to benefits such as centralized end-to-end management of clinical trial activities, elimination of reliance on manual processes, real-time status tracking, and maintenance of multiple databases, which cumulatively improve the overall efficiency of clinical trials
Web and cloud-based systems are anticipated to exhibit an exponential CAGR during the forecast period owing to integrated features such as flexibility, high accessibility, negligible handling costs, and easy data backup. Real-time data is available through these systems, which enables users to take quick decisions and provide high-quality information for risk-based monitoring
Based on development phase, the phase III segment held the largest market share of 53.3% in 2023. Phase I segment is expected to grow at the fastest CAGR over the forecast period
Based on end-use, the CRO segment held the largest revenue share in 2023. The segment is projected to rise at a remarkable CAGR during the forecast period owing to the growing inclination of pharmaceutical companies to reduce overall expenditure.
eClinical Solutions Market Segmentation
Grand View Research has segmented the global eClinical solutions market based on product, delivery mode, development phase, end-use, and region:
eClinical Solutions Product Outlook (Revenue, USD Million, 2018 - 2030)
Electronic Data Capture (EDC) and Clinical Data Management Systems (CDMS)
Clinical Trial Management Systems (CTMS)
Clinical Analytics Platforms
Randomization and Trial Supply Management (RTSM)
Clinical Data Integration Platforms
Electronic Clinical Outcome Assessment (eCOA)
Safety Solutions
Electronic Trial Master File (eTMF)
Electronic Consent (eConsent)
eClinical Solutions Delivery Mode Outlook (Revenue, USD Million, 2018 - 2030)
Web and Cloud based
On-premise
eClinical Solutions Development Phase Outlook (Revenue, USD Million, 2018 - 2030)
Phase I
Phase II
Phase III
Phase IV
eClinical Solutions End-use Outlook (Revenue, USD Million, 2018 - 2030)
Hospitals/Healthcare providers
CROs
Academic Institutes
Pharma & Biotech Organizations
Medical Device Manufacturers
eClinical Solutions Regional Outlook (Revenue, USD Million, 2018 - 2030)
North America
S.
Canada
Mexico
Europe
K.
Germany
France
Italy
Spain
Netherlands
Sweden
Denmark
Rest of Europe (EU) {RoE}
Asia Pacific
Japan
China
India
South Korea
Australia
New Zealand
Taiwan
Hong Kong
Singapore
Thailand
Vietnam
Rest of Asia Pacific (RoAPAC)
Central & South America
Brazil
Argentina
Chile
Rest of Latin America (RoLA)
Middle East & Africa
South Africa
Saudi Arabia
UAE
Egypt
Qatar
Rest of Middle East & Africa (RoMEA)
List of Key Players in the eClinical Solutions Market
Fountayn, formerly known as Datatrak International, Inc.
Oracle
Calyx, formerly part of Parexel International Corporation
Medidata (Dassault Systemes)
CRF Health (Signant Health)
Clario (ERT and Bioclinica)
eClinicalWorks
Merative (IBM Watson Health)
Anju Software
eClinical Solutions
MaxisIT
IQVIA
Castor
Veeva Systems
Browse Full Report: https://www.grandviewresearch.com/industry-analysis/eclinical-solutions-market
#eClinical Solutions Market#eClinical Solutions Market Trends#eClinical Solutions Market Size#eClinical Solutions Market Share
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eClinical Solutions Market Report, Company Analysis, Business Challenges and Opportunitiese
IMARC Group has recently released a new research study titled “eClinical Solutions Market: Global Industry Trends, Share, Size, Growth, Opportunity and Forecast 2023-2028”, offers a detailed analysis of the market drivers, segmentation, growth opportunities, trends and competitive landscape to understand the current and future market scenarios. How big is the eClinical solutions market? The…
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eClinical Solutions and Software Market is expected to reach a valuation of US$ 29.1 Billion by 2033 | FMI
The global eClinical Solutions and Software Market is anticipated to reach a valuation of US$ 29.1 billion in 2033, rising up from an estimated US$ 9.3 billion in 2023. Valued at US$ 8.4 billion in 2022, the market witnessed a CAGR of 10.6% from 2017 to 2022. It is gauged that the eClinical solutions and software market will expand at a stellar CAGR of 12.1% from 2023 to 2033. This growth can be attributed to the surge in funding for clinical research and life sciences will enable the widespread usage of eClinical solutions and software which, in turn, will promote the overall market growth during the forecast period.
Gain complete access to the report @ https://www.futuremarketinsights.com/reports/eclinical-solutions-and-software-market
The expansion of research and development activities by biopharmaceutical and pharmaceutical businesses will prompt the use of eClinical solutions and software in various clinical trials which will foster growth for the market. This is primarily due to the fact that in order to address certain contemporary eClinical trial management needs, many businesses will require a comprehensive eClinical platform that will adapt to required needs. Hence, the prospects for the eClinical solutions and software market look bright in the upcoming years.
With the surge in the amount of data produced via the clinical development process, the need for efficient tracking and evaluation of clinical data will also rise. As a result of this, the demand for eClinical solutions and software amplifies in clinical trials which, in turn, supplements the overall market growth. The eClinical solutions and software increase efficiency, lessen the expenditure, and errors like duplicate entry are avoided due to the use of eClinical technologies. This factor bodes well for the expansion of the eClinical solutions and software market size. Other factors that will aid the market growth are the progress witnessed in the life sciences field and the outsourcing of clinical trials to contract research organizations (CROs). All of these factors propel the Clinical Data Management Tools market forward during the projection period.
Key Takeaways:
High costs and constant maintenance expenditure will prevent the growth of the eClinical solutions and software market during the assessment period.
Based on the service, the clinical data management systems (CDMS) category will dominate the global market with an estimated share of 22.6% for 2023 and 2033.
By delivery mode, the web-hosted (on-demand) will lead the market with a share of 67.3%.
The eClinical solutions and software market in the US will hold about 39.3% of the market share in 2023 due to increasing product launches by key players.
China’s eClinical solutions and software market will expand at a strong CAGR of 8.7% owing to greater medical needs.
Competitive Landscape
Oracle
Datatrak International, Inc.
Dassault Systemes
CRF Health
eClinicalWorks
Parexel International Corporation
Bioclinica
eClinical Solutions
IBM Watson Health
Anju Life Sciences Software
ERT Clinical
Key Market Segments Covered in eClinical Solutions and Software Industry Research
Solution:
Randomization & Trial Management (RTSM)
Clinical Data Management System (CDSM)
Clinical Trial Management System (CLMS)
Electronic Clinical Outcome Assessment (eCOA)
Electronic Trial Master File (eTMF)
Electronic Data Capture
Others
Delivery Mode:
Licensed Enterprise (On-premise) Solution
Cloud-based (SAAS) Solution
Web-hosted (on-demand) Solution
Clinical Trial:
Phase I
Phase II
Phase III
Phase IV
End User:
Contract Research Organization
Medical Device Companies
Pharma/Biotech Companies
Hospitals & Clinics
Others
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Eclinical Solutions Rising Demand Attributed To Increasing Tracking And Analyzing Clinical Data
The global eClinical solutions market size is expected to reach USD 21.8 billion by 2030, according to a new report by Grand View Research, Inc. The market is expected to expand at a CAGR of 13.9% from 2023 to 2030. Increasing R&D activities by biopharma and pharma companies, application of software solutions in clinical trials, and expanding customer base are anticipated to fuel market growth. During the COVID-19 pandemic, clinical laboratories experienced high demand for COVID-19 tests. eClinical solutions, such as the clinical data management systems assisted these laboratories to seamlessly manage the huge influx of specimens daily. Technological advancements such as electronic data capture and Wi-Fi connectivity are projected to drive the market in the forthcoming years.
Gain deeper insights on the market and receive your free copy with TOC now @: eClinical Solutions Market Report
As the demand for tracking and analyzing clinical data increases, the need for effective clinical solutions rises. Unmet needs to manage efficient clinical development processes are poised to boost market growth over the forecast period. Moreover, digital transformation in the field of clinical trials and preference for data-centric approaches are providing a tremendous push to the market. Demand for integrated clinical IT solutions is increasing due to the massive volume of data generated during clinical development processes. eClinical solutions offer a single source of information that helps optimize the cost by eliminating redundant data entry and by reducing on-site verification and source data verification. Rising awareness regarding these advantages is projected to propel the market. Increasing adoption of eClinical workflows in trials offers enormous potential in clinical development processes. These solutions can facilitate decision-making in each stage of development. It also helps reduce cost and time between the development phase by utilizing seamless designs and by identifying failing compounds. In addition, it offers rapid access to data and patient safety information, which helps make quick decisions. Market players engage in new product development and strategic alliances including partnership agreements, promotional activities, and acquisitions to keep market rivalry high. For instance, in October 2020, Oracle entered into collaboration with FHI Clinical Inc. for improving clinical trial efficiency and to get therapies to market faster.
#eClinical Solutions Market Size & Share#Global eClinical Solutions Market#eClinical Solutions Market Latest Trends#eClinical Solutions Market Growth Forecast#COVID-19 Impacts On eClinical Solutions Market#eClinical Solutions Market Revenue Value
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#market research future#eclinical solutions market#eclinical solutions industry#eclinical solutions size#global eclinical solutions
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The Short but Complete Guide About eClinical Solution
The Short but Complete Guide About eClinical Solution
Software and technologies called eClinical solutions are used to efficiently manage clinical research and clinical trials. The numerous programs provided under the aid of the eClinical solution in a variety of tasks, including organizing, updating, and gathering data as well as keeping track of deadlines. A few examples of several eClinical systems are the clinical trial management system…
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#eClinical Solutions Market#eClinical Solutions Market Demand#eClinical Solutions Market Growth Report#eClinical Solutions Market Share#eClinical Solutions Market Size#eClinical Solutions Market Trends
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Empowering Sponsors with Compliant Data Collection and Integrity for a Variety of Clinical Studies | Jeeva Trials
Traditional clinical guidelines, and stand-alone patient study and care pathways are proven to be increasingly inadequate, especially in a post-pandemic world with low clinical adherence, disrupted workflows, and stay-at-home orders. Disrupted workflows means more time required to complete a study, fatigue of the research team, and wastage of resources.
Researchers and study teams are increasingly adopting eClinical cloud trial tools that are designed to augment researchers, study teams and clinicians to augment their complex decision-making processes with targeted clinical knowledge, patient information and computerized clinical workflows. It directly improves the quality of clinical documentation. AI technologies provide the tool capabilities for drawing insights into data beyond what humans can. CROs (Contract Research Organizations) evaluate clinical study tools largely based on speed, flexibility and cost-efficiency. However, amidst these concerns, data integrity is not to be understated or taken for granted. Data integrity is not only important for a study, it needs to be addressed throughout the product life cycle across Good Clinical Practices (GCP), Good Laboratory Practice (GLP), Good Manufacturing Practice (GMP), and other Good Practice (GxP) areas.
Data integrity is critical for studies
Good risk mitigation and management is essential to data integrity as multiple points of risk exist throughout data recording, storage, transfer, reporting and other stages of data lifecycle during a study trial. It is achieved by making data traceable throughout audit trails. Transparency is demonstrated with a chain of custody from data origin to its analysis. Without data integrity, it is not possible to regenerate a previous clinical trial result reliably. Data integrity cannot be validated by point-to-point interfaces of individual systems alone, it requires a more holistic approach towards validation and quality management as these systems need to work together across corporate borders and multi-site systems.
Quality of data can affect the quality of decision support because if data collection is not standardized, the study trial data is effectively corrupted and increases the risk of failure during the submission procedure for approval by Food and Drug Administration (FDA), Medicines and Healthcare Products Regulatory Agency (MHRA) and other regulators. Regulators in the US and across the world continue to stress the criticality of data integrity in clinical trials.
Points to consider while choosing an eClinical study solution:
A good system should not delete or obscure previously-recorded audit trail information and prevent modification by the user.
It should record complete audit trail records including identification of the data element that was changed, who authorized the change and implemented them.
It should provide early visibility to reliable data to quickly make sound decisions and bring life-enhancing treatments to life.
Cyber security is a mission-critical consideration for electronic clinical outcomes assessment (eCOA) risk management for any eClinical solution.
Regulatory-minded study teams will have data integrity plans in place as regulators can raise questions about data collection compliance, warranting rescue action. By utilizing the Jeeva Informatics eClinical cloud, study teams can have regulation-compliant risk mitigation with complete transparency, traceability, and documentation. Jeeva is a flexible bring your own device (BYOD), SaaS (Software as a Service) solution that is designed to maintain data integrity with features and protocols that fit the specific trial protocol, ensuring reliability and authenticity of the study data by adhering to the most current compliance regulations in force.
Shortening the Distance from Study Data to Action
Jeeva’s highly scalable SaaS architecture provides a cost-effective approach to support trials for multiple studies, phases and therapeutic areas. Its intuitive interface eliminates the multi-step process to navigate reports and shortens the distance from study data to action. In clinical research, data integrity and reliability of trial results are paramount. The value of a comprehensive and compliant eClinical tool is absolute. Data integrity continues to be a major theme across inspection results. The collaborative technology used in Jeeva automates high-value clinical trials recruitment and retention tasks and provides insightful retrieval of information. Adherence to the International Council on Harmonization (ICH) GCP is a core tenet for data integrity at Jeeva.
Leading research organizations have consistently been using Jeeva for compliant and adaptive research with access to immediately actionable patient data. It provides researchers personalized clinical study documentation across solutions, platforms and devices, anytime and anywhere, regardless of physical location.
Enabling Clinical Research at Scale
A failed trial not only sinks investment into the early stages of the trial itself but also results in dissatisfied sponsor clients and impacts your long and fruitful business relationship with them. Jeeva is designed to support the conduct of clinical trials utilizing validated functionality and processes. The modular software enables clinical research at scale and saves more than 70% time and logistic burden on the study teams. Utilizing the platform-agnostic software with advanced features like bi-directional communications, scheduling and touch-less electronic informed consent, investigators can rapidly enroll participants in the study, and investigators can safely review the study material remotely and conveniently from their own mobile device.
Complying with the Current Regulations
Jeeva Trials follows a human-centric approach with a deep understanding of the perspectives and requirements of various stakeholders including regulatory compliance specialists, IT security and privacy professionals, auditors and coordinators. The burden of ensuring regulatory compliance of technology solutions, GDPR (General Data Protection Regulation), Institutional Review Boards (IRBs), human subjects protection guidelines, GCP (Good Clinical Practice) guidelines by ICH (International Council of Harmonization) of Technical Requirements for Pharmaceuticals for Human use, and other regional guidelines lies with the study sponsor. Jeeva adheres to the current federal, state, and international regulations or guidelines for conducting clinical trials using electronic patient data such as the FDA 21 CFR (Code of Federal Regulations) Part 11, SOC 2 (System Organ Classes), Amazon Well (AWS) Architected Framework Review, AWS Foundational Technical Review, GDPR privacy policies, and others. Avoid having to validate multiple a la carte tools as you can now achieve the same goal with a single all-in-one integrated SaaS platform.
Saving on Costs of Failed Trials
It takes on average 10-15 years and USD 1.5-2.0 billion to bring a new drug to the market. Approximately half of this expenditure covers testing, preclinical compound discovery and regulatory processes. The high failure rate of clinical trials due to regulatory issues, patient non-adherence, low retention and high drop-offs during long-term studies is a major stumbling block in drug development. Less than one-third of all Phase II compounds advance to Phase III, with more than one third of all Phase III compounds failing to advance to approval. The most complex Phase III trials carry nearly 60% of the overall trial costs, resulting loss per failed clinical trial to the order of 0.8-1.4 billion USD.
Flexible Platform to Accelerate Patient Recruitment
Study build delays cause timelines to drag on, as such CROs face not only dissatisfied sponsor clients but they could lose a fruitful business relationship. There are major regulatory implications as well, as unverified, disintegrated and dubious data quality can land organizations in court. Jeeva Informatics Solutions is designed to reduce timelines for study startup and participants by up to more than 50%, while complying with data integrity regulations of the federal and state governments. Jeeva makes it easy for longitudinal cohort studies to collect validated data from participants in real-world settings over extended periods of time. The flexible platform accelerates patient recruitment and retention, and enables long-term engagement for 5, 10, or 15-year follow-up studies for long-term trials, such as cell and gene therapy.
Affordable subscription-based pricing of Jeeva makes it easier for the study teams to plan budgets with predictable expenses. The modular SaaS subscription model helps clinical researchers, Contract Research Organizations (CROs), and sponsors manage a clinical study’s annual budget on a simple, per participant basis.
#eclinical cloud#clinical trial cloud software#eclinical platform#mobile eclinical#clinical trial recruitment challenges#decentralized clinical trials software#software for clinical trials#clinical research software#clinical study software#software used in clinical research#clinical trials software#software used in clinical trials#clinical solutions research platforms#accelerating patient recruitment#patient retention in clinical trials
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Medical research has a major problem: an alarmingly high number of trials are based on fake, fraudulent or misinterpreted data.
Research misconduct sleuths call them “zombie” studies. They look like real research papers but they’re rotten to the core. And when these studies go on to influence clinical guidelines, that is, how patients are treated in hospitals and doctors’ rooms, they can be dangerous.
Professor Ben Mol, head of the Evidence-based Women’s Health Care Research Group at Monash University, is a professional zombie hunter. For years, he has warned that between 20 and 30 per cent of medical trials that inform clinical guidelines aren’t trustworthy.
“I’m surprised by the limited response from people in my field on this issue,” he says. “It’s a topic people don’t want to talk about.”
The peer review process is designed to ensure the validity and quality of findings, but it’s built on the assumption that data is legitimate.
Science relies on an honour system whereby researchers trust that colleagues have actually carried out the trials they describe in papers, and that the resulting data was collected with rigorous attention to detail.
But too often, once findings are queried, researchers can’t defend their conclusions. Figures such as former BMJ editor Richard Smith and Anaesthesia editor John Carlise argue it’s time to assume all papers are flawed or fraudulent until proven otherwise. The trust has run out.
“I think we have been naive for many years on this,” Mol says. “We are the Olympic Games without any doping checks.”
How bad science gets into the clinic
Untrustworthy papers may be the result of scientists misinterpreting their data or deliberately faking or plagiarising their numbers. Many of these “zombie” papers emerge from Egypt, Iran, India and China and usually crop up in lower-quality journals.
The problem gets bad when these poor-quality papers are laundered by systematic reviews or meta-analyses in prestigious journals. These studies aggregate hundreds of papers to produce gold-standard scientific evidence for whether a particular treatment works.
Often papers with dodgy data are excluded from systematic reviews. But many slip through and go on to inform clinical guidelines.
My colleague Liam Mannix has written about an example of this with the hormone progesterone. Official guidelines held that the hormone could reduce the risk of pre-term birth in women with a shortened cervix.
But those guidelines were based on a meta-analysis largely informed by a paper from Egypt that was eventually retracted due to concerns about the underlying data. When this paper was struck from the meta-analysis, the results reversed to suggest progesterone had no preventative effect.
There’s a litany of other examples where discounting dodgy data can fundamentally alter the evidence that shapes clinical guidelines. That’s why, in The Lancet’s clinical journal eClinical Medicine, Mol and his colleagues have reported a new way to weed out bad science before it makes it to the clinic.
Holding back the horde
The new tool is called the Research Integrity in Guidelines and evIDence synthesis (RIGID) framework. It mightn’t sound sexy, but it’s like a barbed-wire fence that can hold back the zombie horde.
The world-first framework lays out a series of steps researchers can take when conducting a meta analysis or writing medical guidelines to exclude dodgy data and untrustworthy findings. It involves two researchers screening articles for red flags.
“You can look at biologically implausible findings like very high success rates of treatments, very big differences between treatments, unfeasible birth weights. You can look at statistical errors,” says Mol.
“You can look at strange features in the data, only using rounded numbers, only using even numbers. There are studies where out of dozens of pairs of numbers, everything is even. That doesn’t happen by chance.”
A panel decides if a paper has a medium to high risk of being untrustworthy. If that’s the case, the RIGID reviewers put their concerns to the paper’s authors. They’re often met with stony silence. If authors cannot address the concerns or provide their raw data, the paper is scrapped from informing guidelines.
The RIGID framework has already been put to use, and the results are shocking.
In 2023, researchers applied RIGID to the International Evidence-based Guidelines for Polycystic Ovary Syndrome (PCOS), a long misunderstood and misdiagnosed syndrome that affects more than 1 in 10 women. As a much maligned condition, it was critical the guidelines were based on the best possible evidence.
In that case, RIGID discounted 45 per cent of papers used to inform the health guidelines.
That’s a shockingly high number. Those potentially untrustworthy papers might have completely skewed the guidelines.
Imagine, Mol says, if it emerged that almost half of the maintenance reports of a major airline were faked? No one would be sitting around waiting for a plane to crash. There would be swift action and the leadership of the airline sacked.
#australia#women's health#medical misogyny#radblr#this feels particularly important with the huge gender data gap in medicine and the cass review's findings of bad research in the UK
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