Globalizing management of high quality evidence for health care
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Cochrane Colloquium 2008 - Plenary 6
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The document proposes ideas to promote the Cochrane Library and health information to different age groups using various media platforms. It suggests using interactive cartoons for preschoolers and schools, video games featuring Dr. Cochrane for teenagers, and movies, TV shows and books for adults that provide health information through gameplay. All content would be based on information from the Cochrane Library and distributed through an interactive online portal called "Cochrane Life". It also proposes using mystery stories, celebrity involvement, appealing promotional staff, and ensuring any adopted ideas provide fair compensation.
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The document proposes ideas to promote the Cochrane Library and health information to different age groups using various media platforms. It suggests using interactive cartoons for preschoolers and schools, video games featuring Dr. Cochrane for teenagers, and movies, TV shows and books for adults that provide health information through gameplay. All content would be based on information from the Cochrane Library and distributed through an interactive online portal called "Cochrane Life". It also proposes using mystery stories, celebrity involvement, appealing promotional staff, and ensuring any adopted ideas provide fair compensation.
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This document summarizes the goals and progress of Cochrane's Strategy to 2020. It has four main goals: 1) Producing high-quality systematic reviews, 2) Making evidence accessible worldwide, 3) Advocating for evidence-informed healthcare, and 4) Building an effective and sustainable organization. In 2015, Cochrane achieved many milestones, including a new brand and multilingual website, increasing access to reviews, and partnerships to increase the impact of evidence on guidelines and policies. In 2016, Cochrane will continue projects to improve technology, business processes, and membership while delivering the Strategy to 2020.
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This document discusses the impact of translating Cochrane reviews into other languages. It finds that Spanish and French translations see tens of thousands of page views and visits each month, accounting for 10-15% and 15-20% of total summaries traffic respectively. Translations help reach new audiences, as evidenced by France now ranking second in country statistics. While the impact is smaller, Portuguese and Croatian translations also see usage and audience increases as more reviews are translated. The top languages for translations are Spanish, French and Portuguese, matching the number of speakers of those languages globally.
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This document discusses how linked data and other futuristic technologies can enhance the dissemination of systematic reviews beyond static PDF documents. It notes that linked data, combined with text mining, has potential to improve the production of systematic reviews as well. The document discusses how linked data can improve the reading experience by allowing readers to control their experience of content through concept-based exploration of fact-based information and networks of documents interconnected by concepts rather than just characters. This represents a shift from documents being the focus to the concepts and knowledge they contain.
Cochrane Tech: The Wider Context
1. The document discusses how cheap data is changing how knowledge is formed and discussed the increasing generativity of data sets through greater accessibility, adaptability, leverage, and ease of use.
2. It notes that collaboration and sharing of data will be necessary and discusses the potential for patient data to enable unanticipated discoveries through broad contributions.
3. Integrating most patient data is seen as mostly non-generative currently but examples of collaborations on generative data are mentioned as proving collaboration is possible. Concerns about privacy and appropriate use are also raised.
Tools and interfaces for systematic reviews
The document summarizes a lightning session on tools and interfaces for systematic reviews presented by Jessica Thomas and Jacob Riis from Silos Inc. It discusses Cochrane's current tools like RevMan and Archie. It also talks about the need to make authoring more efficient and flexible, improve automation using tools like CRS and RevMan, and leverage primary studies to automatically feed into systematic reviews as they develop in order to create "tasty data". The presentation sought feedback on improving existing resources and developing new tools and approaches.
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The document discusses leveraging technology to improve the Cochrane review process and better deliver evidence to end-users. It proposes moving from a traditional review model to a continuous learning model that incorporates individual patient data, produces more personalized evidence, and accounts for rapidly evolving digital technologies and health apps. Specific ideas include using n-of-1 trials for chronic pain, evaluating eHealth interventions during development, and conducting large virtual cohort studies using diverse data sources. The goal is to generate the most sound individual and population-level evidence through open, linked data and continuous review methods.
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This document discusses how machine learning and natural language processing techniques can help automate parts of the systematic review process. It notes that the volume of literature is growing rapidly, necessitating new approaches. Specifically, machine learning classifiers like support vector machines can be trained on labeled examples to screen abstracts and select potentially relevant papers, reducing the manual burden. However, imbalanced data and reviewer time constraints require approaches like active learning and dual supervision. The document concludes by suggesting text mining could also aid other review tasks beyond citation screening.
Crowdsourcing and Cochrane
Crowdsourcing uses online platforms like Amazon Mechanical Turk to distribute simple tasks to many workers. Zooniverse is a platform that uses crowdsourcing for scientific research projects, ensuring tasks contribute to real research. Citizen science websites like SciStarter allow volunteers to participate in various science projects. Cochrane could use crowdsourcing to speed up reviewing literature for systematic reviews by breaking tasks into smaller pieces distributed to many volunteers, as long as tasks are clinically relevant and volunteers are motivated and supported.
Future of the article C Mavergames March 2013
The document discusses the future of Cochrane Reviews and scientific articles moving away from static documents toward structured linked data and interfaces. It argues that the focus should shift from the documents themselves to the things they are about (e.g. populations, interventions, outcomes), which can be connected as a web of data. This would allow content to be more nimble, traveling freely across datasets while retaining context. Interfaces could provide better access than documents by enabling smart search and filtering of this linked data graph. The future is making content and delivery more important than the containers (documents/articles) themselves.
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Systematic reviews aim to reduce bias and provide accurate information about healthcare interventions by synthesizing evidence from multiple studies. Their evolution began in the early 20th century with early statistical meta-analyses. Later, Archie Cochrane advocated for regularly updating specialized reviews of randomized controlled trials to inform clinical practice. This led to the formation of the Cochrane Collaboration in the 1990s to produce freely accessible systematic reviews and promote evidence-based healthcare worldwide.
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- An example impact factor calculation for a journal using 2008 and 2009 citation and article data.
- How Web of Science collects and analyzes journal data including bibliographic information and citation reports.
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This document summarizes a consultation regarding requirements for a new Cochrane Register of Studies database system. It outlines the objectives to clarify and prioritize business and technical requirements to produce a request for proposal. It describes the approach taken, including reviewing existing requirements, producing a requirements catalogue and high-level architecture diagrams. It then presents the findings, including "As-Is" and "To-Be" high-level architecture diagrams, a conceptual solution overview, example technologies that could be used, and the results of requirements prioritization. It concludes by discussing next steps around the request for proposal, but also raises questions about potentially simpler alternatives to meet core needs.
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The document discusses requirements for a new Cochrane Register of Studies database system. It outlines the objectives to clarify and prioritize business and technical requirements, produce a request for proposal (RFP) document, and a scoring guide for responses. A requirements catalog and high-level architecture diagrams were produced. Requirements were prioritized using MoSCoW rules. The document considers alternative options to a complex bespoke system like using a commercial off-the-shelf package to address the core problems of data duplication, search functionality, and workflow issues.
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This document summarizes the goals and progress of Cochrane's Strategy to 2020. It has four main goals: 1) Producing high-quality systematic reviews, 2) Making evidence accessible worldwide, 3) Advocating for evidence-informed healthcare, and 4) Building an effective and sustainable organization. In 2015, Cochrane achieved many milestones, including a new brand and multilingual website, increasing access to reviews, and partnerships to increase the impact of evidence on guidelines and policies. In 2016, Cochrane will continue projects to improve technology, business processes, and membership while delivering the Strategy to 2020.
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Impact of translations on access to Cochrane reviews
This document discusses the impact of translating Cochrane reviews into other languages. It finds that Spanish and French translations see tens of thousands of page views and visits each month, accounting for 10-15% and 15-20% of total summaries traffic respectively. Translations help reach new audiences, as evidenced by France now ranking second in country statistics. While the impact is smaller, Portuguese and Croatian translations also see usage and audience increases as more reviews are translated. The top languages for translations are Spanish, French and Portuguese, matching the number of speakers of those languages globally.
Beyond the PDF + linked data and other futuristic stuff
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Cochrane Tech: The Wider Context
1. The document discusses how cheap data is changing how knowledge is formed and discussed the increasing generativity of data sets through greater accessibility, adaptability, leverage, and ease of use.
2. It notes that collaboration and sharing of data will be necessary and discusses the potential for patient data to enable unanticipated discoveries through broad contributions.
3. Integrating most patient data is seen as mostly non-generative currently but examples of collaborations on generative data are mentioned as proving collaboration is possible. Concerns about privacy and appropriate use are also raised.
Tools and interfaces for systematic reviews
The document summarizes a lightning session on tools and interfaces for systematic reviews presented by Jessica Thomas and Jacob Riis from Silos Inc. It discusses Cochrane's current tools like RevMan and Archie. It also talks about the need to make authoring more efficient and flexible, improve automation using tools like CRS and RevMan, and leverage primary studies to automatically feed into systematic reviews as they develop in order to create "tasty data". The presentation sought feedback on improving existing resources and developing new tools and approaches.
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The document discusses leveraging technology to improve the Cochrane review process and better deliver evidence to end-users. It proposes moving from a traditional review model to a continuous learning model that incorporates individual patient data, produces more personalized evidence, and accounts for rapidly evolving digital technologies and health apps. Specific ideas include using n-of-1 trials for chronic pain, evaluating eHealth interventions during development, and conducting large virtual cohort studies using diverse data sources. The goal is to generate the most sound individual and population-level evidence through open, linked data and continuous review methods.
Text mining, machine learning, NLP and all that (in 10 minutes)
This document discusses how machine learning and natural language processing techniques can help automate parts of the systematic review process. It notes that the volume of literature is growing rapidly, necessitating new approaches. Specifically, machine learning classifiers like support vector machines can be trained on labeled examples to screen abstracts and select potentially relevant papers, reducing the manual burden. However, imbalanced data and reviewer time constraints require approaches like active learning and dual supervision. The document concludes by suggesting text mining could also aid other review tasks beyond citation screening.
Crowdsourcing and Cochrane
Crowdsourcing uses online platforms like Amazon Mechanical Turk to distribute simple tasks to many workers. Zooniverse is a platform that uses crowdsourcing for scientific research projects, ensuring tasks contribute to real research. Citizen science websites like SciStarter allow volunteers to participate in various science projects. Cochrane could use crowdsourcing to speed up reviewing literature for systematic reviews by breaking tasks into smaller pieces distributed to many volunteers, as long as tasks are clinically relevant and volunteers are motivated and supported.
Future of the article C Mavergames March 2013
The document discusses the future of Cochrane Reviews and scientific articles moving away from static documents toward structured linked data and interfaces. It argues that the focus should shift from the documents themselves to the things they are about (e.g. populations, interventions, outcomes), which can be connected as a web of data. This would allow content to be more nimble, traveling freely across datasets while retaining context. Interfaces could provide better access than documents by enabling smart search and filtering of this linked data graph. The future is making content and delivery more important than the containers (documents/articles) themselves.
2. Opening of the Austrian Cochrane Branch - Marcus Muellner
Professor Marcus Müllner of the Austrian Agency for Health and Food Safety (AGES) presents "Does evidence-based decision making exist?" at the opening of the Austrian Cochrane Branch on December 14th, 2010 in Krems.
3. Opening of the Austrian Cochrane Branch - Ruth Gilbert
Professor Ruth Gilbert of University College London presents "Could a systematic review have prevented the epidemic of sudden infant death syndrome?" at the opening of the Austrian Cochrane Branch in Krems, Austria, on December 14th 2010.
1. Opening of the Austrian Cochrane Branch - Iain Chalmers
Systematic reviews aim to reduce bias and provide accurate information about healthcare interventions by synthesizing evidence from multiple studies. Their evolution began in the early 20th century with early statistical meta-analyses. Later, Archie Cochrane advocated for regularly updating specialized reviews of randomized controlled trials to inform clinical practice. This led to the formation of the Cochrane Collaboration in the 1990s to produce freely accessible systematic reviews and promote evidence-based healthcare worldwide.
5. Opening of the Austrian Cochrane Branch - Gerd Antes
Dr. Gerd Antes, Director of the German Cochrane Centre, presents "Evidenz ist essentiell - von der Idee zum globalen Netzwerk: Die Cochrane Collaboration".
4. Opening of the Austrian Cochrane Branch - Wolfgang Gaissmaier
Dr. Wolfgang Gaissmaier of the Max Planck Institute presents "Warum wir verständliche Informationen brauchen".
Cochrane Database of Systematic Reviews: Indexing, Citations & Bibliometrics
This document discusses bibliometrics and the impact factor calculation. It provides details on:
- How the impact factor is calculated based on citations to recent articles over a two year period.
- Some strengths and weaknesses of using the impact factor as a metric.
- An example impact factor calculation for a journal using 2008 and 2009 citation and article data.
- How Web of Science collects and analyzes journal data including bibliographic information and citation reports.
- Challenges in acquiring and cleaning up Cochrane Database of Systematic Reviews citation and publication data from Web of Science.
- Key findings from analyzing CDSR's citation and author data, including high author loyalty to the journal.
Cochrane Collaboration - Register of Studies Consultation
This document summarizes a consultation regarding requirements for a new Cochrane Register of Studies database system. It outlines the objectives to clarify and prioritize business and technical requirements to produce a request for proposal. It describes the approach taken, including reviewing existing requirements, producing a requirements catalogue and high-level architecture diagrams. It then presents the findings, including "As-Is" and "To-Be" high-level architecture diagrams, a conceptual solution overview, example technologies that could be used, and the results of requirements prioritization. It concludes by discussing next steps around the request for proposal, but also raises questions about potentially simpler alternatives to meet core needs.
Cochrane Collaboration - Register of Studies Consultation
The document discusses requirements for a new Cochrane Register of Studies database system. It outlines the objectives to clarify and prioritize business and technical requirements, produce a request for proposal (RFP) document, and a scoring guide for responses. A requirements catalog and high-level architecture diagrams were produced. Requirements were prioritized using MoSCoW rules. The document considers alternative options to a complex bespoke system like using a commercial off-the-shelf package to address the core problems of data duplication, search functionality, and workflow issues.
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