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Dennis OConnor

Google Drive | Slack App Directory - 0 views

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    App Directory Browse Manage Build Precision Healthcare Ecosystem Your settings have been saved. Browse Apps Google Drive Edit configuration Google Drive Added by Dennis OConnor on August 31st, 2018 * Google Drive lets you store files securely online, access them from anywhere, and collaborate with others. Add the Google Drive app to create Google Docs, import any type of file from Google Drive, and get notifications on new comments, files, and access requests - all without leaving your conversations in Slack. Authentication The Google Drive integration is built in for your workspace, but it must be configured for each individual member who wants to import Google Drive files. Authenticated as: askus@precisionhealthcareecosystem.org Usage Guide Use Google Drive within Slack to: Share and manage access to your files - either to view, edit, or leave comments - from within Slack. Get updates in Slack on changes in Drive, like comments, access requests, and new files shared with you. Reply directly to comments from within Slack and have them posted to the file. Continue the conversation with any additional comments in Google Drive going straight into that Slack thread. Find your files quickly, even if you don't remember their name, by searching directly in Slack. Slack automatically indexes the contents of any Google Drive file you share so you can find when you need it. Create new Google Docs, Slides, and Sheets directly from Slack by clicking the "+" button to the left of the Slack message box. Import an existing file from Google Drive directly from Slack by clicking the "+" button or pasting a link. You'll see a preview of the file in Slack. Customize Name Choose the name that this integration will post as. Using Slack Product Enterprise Pricing Support Slack Guides App Directory API Slack Jobs Customers Developers Events Blog Podcast Slack Sh
Dennis OConnor

Safety concerns with consumer-facing mobile health applications and their consequences:... - 0 views

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    Results Of the 74 studies identified, the majority were reviews of a single or a group of similar apps (n = 66, 89%), nearly half related to disease management (n = 34, 46%). A total of 80 safety concerns were identified, 67 related to the quality of information presented including incorrect or incomplete information, variation in content, and incorrect or inappropriate response to consumer needs. The remaining 13 related to app functionality including gaps in features, lack of validation for user input, delayed processing, failure to respond to health dangers, and faulty alarms. Of the 52 reports of actual or potential consequences, 5 had potential for patient harm. We also identified 66 reports about gaps in app development, including the lack of expert involvement, poor evidence base, and poor validation.
Dennis OConnor

Building the case for actionable ethics in digital health research supported by artific... - 0 views

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    "Abstract The digital revolution is disrupting the ways in which health research is conducted, and subsequently, changing healthcare. Direct-to-consumer wellness products and mobile apps, pervasive sensor technologies and access to social network data offer exciting opportunities for researchers to passively observe and/or track patients 'in the wild' and 24/7. The volume of granular personal health data gathered using these technologies is unprecedented, and is increasingly leveraged to inform personalized health promotion and disease treatment interventions. The use of artificial intelligence in the health sector is also increasing. Although rich with potential, the digital health ecosystem presents new ethical challenges for those making decisions about the selection, testing, implementation and evaluation of technologies for use in healthcare. As the 'Wild West' of digital health research unfolds, it is important to recognize who is involved, and identify how each party can and should take responsibility to advance the ethical practices of this work. While not a comprehensive review, we describe the landscape, identify gaps to be addressed, and offer recommendations as to how stakeholders can and should take responsibility to advance socially responsible digital health research."
Dennis OConnor

The Need for a Serious Illness Digital Ecosystem (SIDE) to Improve Outcomes for Patient... - 0 views

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    Recommended by DeAunne Denmark MD PhD: Serious Illness Digital Ecosystem (SIDE) is the intentional aggregation of disparate digital and mobile health technologies into a single system that connects all of the actors involved in serious illness patient care. The 5 pillars of a SIDE are: Identification, Education, Engagement, Service Delivery, and Remote Monitoring. To me, this is just a preliminary and pragmatic first step(s). It also misses or misrepresents large care gaps, e.g. framing as the need for education/engagement of patients vs directing to physicians/providers. That said, I think there are still some useful constructs for us here for digital infrastructure.
Dennis OConnor

NIH mobilizes national innovation initiative for COVID-19 diagnostics | National Instit... - 0 views

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    "The National Institutes of Health today announced a new initiative aimed at speeding innovation, development and commercialization of COVID-19 testing technologies, a pivotal component needed to return to normal during this unprecedented global pandemic. With a $1.5 billion investment from federal stimulus funding, the newly launched Rapid Acceleration of Diagnostics (RADx) initiative will infuse funding into early innovative technologies to speed development of rapid and widely accessible COVID-19 testing. At the same time, NIH will seek opportunities to move more advanced diagnostic technologies swiftly through the development pipeline toward commercialization and broad availability. NIH will work closely with the U.S. Food and Drug Administration, the Centers for Disease Control and Prevention and the Biomedical Advanced Research and Development Authority (BARDA) to advance these goals."
Dennis OConnor

BrainHQ Understanding Progress Tracking - 1 views

shared by Dennis OConnor on 27 Sep 21 - No Cached
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    This graph is available when you access Brain HQ via their website. You won't see it when using the mobile App.
Dennis OConnor

JMIR mHealth and uHealth - Wearing the Future-Wearables to Empower Users to Take Greate... - 0 views

  • Considerable literature findings suggest that wearables can empower individuals by assisting with diagnosis, behavior change, and self-monitoring.
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    "Abstract Background: Wearables refer to devices that are worn by individuals. In the health care field, wearables may assist with individual monitoring and diagnosis. In fact, the potential for wearable technology to assist with health care has received recognition from health systems around the world, including a place in the strategic Long Term Plan shared by the National Health Service in England. However, wearables are not limited to specialist medical devices used by patients. Leading technology companies, including Apple, have been exploring the capabilities of wearable health technology for health-conscious consumers. Despite advancements in wearable health technology, research is yet to be conducted on wearables and empowerment. Objective: This study aimed to identify, summarize, and synthesize knowledge on how wearable health technology can empower individuals to take greater responsibility for their health and care. Methods: This study was a scoping review with thematic analysis and narrative synthesis. Relevant guidance, such as the Arksey and O'Malley framework, was followed. In addition to searching gray literature, we searched MEDLINE, EMBASE, PsycINFO, HMIC, and Cochrane Library. Studies were included based on the following selection criteria: publication in English, publication in Europe or the United States, focus on wearables, relevance to the research, and the availability of the full text. Results: After identifying 1585 unique records and excluding papers based on the selection criteria, 20 studies were included in the review. On analysis of these 20 studies, 3 main themes emerged: the potential barriers to using wearables, the role of providers and the benefits to providers from promoting the use of wearables, and how wearables can drive behavior change. Conclusions: Considerable literature findings suggest that wearables can empower individuals by assisting with diagnosis, behavior change, and self-monitoring. However, greater adoption
Dennis OConnor

Coronavirus Will Change the World Permanently. Here's How. - POLITICO - 0 views

  • Instead of asking, “Is there a reason to do this online?” we’ll be asking, “Is there any good reason to do this in person?”
  • saluting our doctors and nurses, genuflecting and saying, “Thank you for your service,”
  • give them guaranteed health benefits and corporate discounts
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  • it will force us to reconsider who we are and what we value, and, in the long run, it could help us rediscover the better version of ourselves.
  • has the potential to break America out of the 50-plus year pattern of escalating political and cultural polarization
  • the “common enemy” scenario, in which people begin to look past their differences when faced with a shared external threat
  • second reason is the “political shock wave” scenario
  • enduring relational patterns often become more susceptible to change after some type of major shock destabilizes them
  • now is the time to begin to promote more constructive patterns in our cultural and political discourse. The time for change is clearly ripening.
  • The COVID-19 crisis
  • has already forced people back to accepting that expertise matters.
  • move them back toward the idea that government is a matter for serious people.
  • the end of our romance with market society and hyper-individualism.
  • We could turn toward authoritarianism
  • reorient our politics and make substantial new investments in public goods—for health, especially—and public services.
  • to allowing partial homeschooling or online learning for K-12 kids has been swept away by necessity.
  • the social order it helps support—will collapse if the government doesn’t guarantee income for the millions of workers who will lose their jobs in a major recession or depression
  • de-militarization of American patriotism and love of community will be one of the benefits to come out of this whole awful mess.
  • But how do an Easter people observe their holiest day if they cannot rejoice together on Easter morning?
  • How do Jews celebrate their deliverance from bondage when Passover Seders must take place on Zoom
  • Can Muslim families celebrate Ramadan if they cannot visit local mosques for Tarawih prayers
  • All faiths have dealt with the challenge of keeping faith alive under the adverse conditions of war or diaspora or persecution—but never all faiths at the same time.
  • Contemplative practices may gain popularity
  • One group of Americans has lived through a transformational epidemic in recent memory: gay men. Of course, HIV/AIDS
  • Plagues drive change.
  • awakened us to the need for the protection of marriage
  • People are finding new ways to connect and support each other in adversity
  • demand major changes in the health-care system
  • COVID-19 will sweep away many of the artificial barriers to moving more of our lives online
  • uptake on genuinely useful online tools has been slowed by powerful legacy players,
  • collaboration with overcautious bureaucrats
  • Medicare allowing billing for telemedicine was a long-overdue change
  • s was revisiting HIPAA to permit more medical providers to use the same tools the rest of us use every day to communicate, such as Skype, Facetime and email.
  • The resistance
  • we will be better able to see how our fates are linked.
  • near-impossible to put that genie back in the bottle in the fall
  • college
  • forcing massive changes in a sector that has been ripe for innovation for a long time.
  • Once companies sort out their remote work dance steps, it will be harder—and more expensive—to deny employees those options.
  • Yo-Yo Ma
  • Perhaps we can use our time with our devices to rethink the kinds of community we can create through them
  • This is a different life on the screen from disappearing into a video game or polishing one’s avatar.
  • breaking open a medium with human generosity and empathy
  • Not only alone together, but together alone.
  • The rise of telemedicine
  • Out of necessity, remote office visits could skyrocket in popularity as traditional-care settings are overwhelmed by the pandemic
  • they’ve been forced to make impossible choices among their families, their health and financial ruin.
  • This crisis should unleash widespread political support for Universal Family Care
  • single public federal fund that we all contribute to, that we all benefit from, that helps us take care of our families while we work, from child care and elder care to support for people with disabilities and paid family leave.
  • potlight on unmet needs of the growing older population
  • The reality of fragile supply chains for active pharmaceutical ingredients coupled with public outrage over patent abuses that limit the availability of new treatments has led to an emerging, bipartisan consensus that the public sector must take far more active and direct responsibility for the development and manufacture of medicines.
  • resilient government approach will replace our failed, 40-year experiment with market-based incentives
  • Science reigns again.
  • Truth and its most popular emissary, science, have been declining in credibility for more than a generation
  • Quickly, however, Americans are being reacquainted with scientific concepts like germ theory and exponential growth
  • Unlike with tobacco use or climate change, science doubters will be able to see the impacts of the coronavirus immediately
  • for the next 35 years, I think we can expect that public respect for expertise in public health and epidemics to be at least partially restored
  • Congress can finally go virtual.
  • We need Congress to continue working through this crisis, but given advice to limit gatherings to 10 people or fewer, meeting on the floor of the House of Representatives is not an especially wise option right now
  • nstead, this is a great time for congresspeople to return to their districts and start the process of virtual legislating—permanently
  • Lawmakers will be closer to the voters they represent
  • sensitive to local perspectives and issues
  • A virtual Congress is harder to lobby
  • Party conformity also might loosen with representatives remembering local loyalties over party ties.
  • Big government makes a comeback.
  • Not only will America need a massive dose of big government
  • we will need big, and wise, government more than ever in its aftermath.
  • The widely accepted idea that government is inherently bad won’t persist after coronavirus.
  • functioning government is crucial for a healthy society
  • most people are desperately hoping
  • a rebirth of the patriotic honor of working for the government.
  • the coronavirus crisis might sow the seeds of a new civic federalism, in which states and localities become centers of justice, solidarity and far-sighted democratic problem-solving.
  • we will see that some communities handled the crisis much better than others.
  • success came in states where government, civic and private-sector leaders joined their strengths together in a spirit of self-sacrifice for the common good.
  • The coronavirus is this century’s most urgent challenge to humanity.
  • a new sense of solidarity, citizens of states
  • The rules we’ve lived by won’t all apply
  • pandemic has revealed a simple truth:
  • many policies that our elected officials have long told us were impossible and impractical were eminently possible and practical all along.
  • student loans and medical debt
  • evictions were avoidable; the homeless could’ve been housed
  • Trump has already put a freeze on interest for federal student loans
  • Governor Andrew Cuomo has paused all medical and student debt owed to New York State
  • Democrats and Republicans are discussing suspending collection on—or outright canceling—student loans as part of a larger economic stimulus package
  • It’s clear that in a crisis, the rules don’t apply
  • an unprecedented opportunity to not just hit the pause button and temporarily ease the pain, but to permanently change the rules so that untold millions of people aren’t so vulnerable to begin with.
  • Revived trust in institutions.
  • oronavirus pandemic, one hopes, will jolt Americans into a realization that the institutions and values Donald Trump has spent his presidency assailing are essential to the functioning of a democracy—and to its ability to grapple effectively with a national crisis.
  • government institutions
  • need to be staffed with experts (not political loyalists),
  • decisions need to be made through a reasoned policy process and predicated on evidence-based science and historical and geopolitical knowledge
  • we need to return to multilateral diplomacy,
  • to the understanding that co-operation with allies—and adversaries, too—is especially necessary when it comes to dealing with global problems like climate change and viral pandemics.
  • t public trust is crucial to governance
  • 1918 flu pandemic
  • the main lesson from that catastrophe is that “those in authority must retain the public’s trust” and “the way to do that is to distort nothing, to put the best face on nothing, to try to manipulate no one.”
  • Expect a political uprising.
  • Occupy Wall Street 2.0, but this time much more massive and angrier.
  • Electronic voting goes mainstream.
  • how to allow for safe voting in the midst of a pandemic, the adoption of more advanced technology
  • To be clear, proven technologies now exist that offer mobile, at-home voting while still generating paper ballots.
  • This system is not an idea; it is a reality that has been used in more than 1,000 elections for nearly a decade by our overseas military and disabled voters.
  • hould be the new normal.
  • Election Day will become Election Month.
  • The change will come through expanded early voting and no-excuse mail-in balloting, effectively turning Election Day into Election Month
  • Once citizens experience the convenience of early voting and/or voting by mail, they won’t want to give it up.
  • . Some states, such as Washington, Oregon and Utah, already let everyone vote at home.
  • Voters already receive registration cards and elections guides by mail. Why not ballots?
  • First, every eligible voter should be mailed a ballot and a self-sealing return envelope with prepaid postage.
  • Elections administrators should receive extra resources to recruit younger poll workers, to ensure their and in-person voters’ health and safety, and to expand capacity to quickly and accurately process what will likely be an unprecedented volume of mail-in votes.
  • In the best-case scenario, the trauma of the pandemic will force society to accept restraints on mass consumer culture as a reasonable price to pay to defend ourselves against future contagions and climate disasters alike.
  • In the years ahead, however, expect to see more support from Democrats, Republicans, academics and diplomats for the notion that government has a much bigger role to play in creating adequate redundancy in supply chains—resilient even to trade shocks from allies. This will be a substantial reorientation from even the very recent past.
  • pressure on corporations to weigh the efficiency and costs/benefits of a globalized supply chain system against the robustness of a domestic-based supply chain.
  • other gap that has grown is between the top fifth and all the rest—and that gap will be exacerbated by this crisis.
  • In this crisis, most will earn steady incomes while having necessities delivered to their front doors.
  • other 80 percent of Americans lack that financial cushion.
  • will struggle
  • A hunger for diversion.
  • After the disastrous 1918-19 Spanish flu and the end of World War I, many Americans sought carefree entertainment, which the introduction of cars and the radio facilitated.
  • The economy quickly rebounded and flourished for about 10 years, until irrational investment tilted the United States and the world into the Great Depression.
  • human beings will respond with the same sense of relief and a search for community, relief from stress and pleasure.
  • Less communal dining—but maybe more cooking
  • many people will learn or relearn how to cook over the next weeks.
  • ikely there will be many fewer sit-down restaurants in Europe and the United States. We will be less communal at least for a while.
  • A revival of parks.
  • Urban parks—in which most major cities have made significant investments over the past decade—are big enough to accommodate both crowds and social distancing.
  • Society might come out of the pandemic valuing these big spaces even more,
  • A change in our understanding of ‘change.’
  • Americans have said goodbye to a society of frivolity and ceaseless activity in a flash
  • Our collective notions of the possible have changed already
  • The tyranny of habit no more.
  • Maybe, as in Camus’ time, it will take the dual specters of autocracy and disease to get us to listen to our common sense, our imaginations, our eccentricities—and not our programming.
  • and environmentally and physiologically devastating behaviors (including our favorites: driving cars, eating meat, burning electricity)
  • echarged commitment to a closer-to-the-bone worldview that recognizes we have a short time on earth
Dennis OConnor

A third of people track their health or fitness. Who are they and why are they doing it? - 0 views

  • one in three people (33 percent) currently monitor or track their health or fitness via an online or mobile
  • international GfK survey
  • China is well in the lead
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  • Brazil and the USA come next
  • followed by Germany (28 percent) and France (26 percent).
  • To download full findings for each of the 16 countries, please visit www.gfk.com/global-studies/global-study-overview/
Dennis OConnor

The Coming Influenza Pandemic: Lessons From the Past for the Future | The Journal of th... - 0 views

  • in the case of a true pandemic, hospital capacity may well be overwhelmed, and healthcare workers may themselves become ill. 
  • However, the lessons learned within the osteopathic medical profession as a result of the 1917-1918 pandemic could prove useful once again if (or when) a new influenza pandemic occurs.
  • Time to roll up sleeves, vaccinate patients, and hone osteopathic manipulative skills
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  • Obviously, the data collected shortly after the 1917-1918 pandemic must be treated cautiously.
  • In 1918, C.P. McConnell, DO,11 reported that the most effective treatment during the influenza pandemic was begun early in the onset of symptoms (within the first 24 hours) and consisted of carefully applied muscular relaxation and, most importantly, relaxation of the deep and extensive contractions of the deep spinal musculature and mobilization of the spine. These treatments would be repeated two or three times early in the course of the infection, along with traditional supportive measures such as hydration. During later influenza epidemics, such as the 1928-1929 and the 1936-1937 outbreaks, various lymphatic pump treatments and more attention to the cervical and upper thoracic regions were added to this recommended treatment protocol.12 These treatments, individualized to each patient's needs, were apparently the most commonly applied osteopathic medical procedures during the epidemics. 
  • action of these treatments were to diminish somatic inputs from contracted muscles
  • that had further stimulated the already overactive sympathetic system
  • hyperreactivity exacerbated the counterproductive and deadly immune respons
  • OMT) likely enhanced lymphatic drainage and encouraged appropriate immune response
  • we have no controlled data on the effects of OMT on the pandemic influenza
  • Noll et al13 demonstrated that OMT given to elderly patients with pneumonia decreases medication use and hospital stay
  • Whatever the mechanism, these beneficial outcomes have taught us a great deal about how the osteopathic medical profession might handle a coming pandemic.
  • treatments used back then can be used again and do not require patient hospitalization
  • methods can also be taught to family members
  • do not rely on the availability of potent, expensive, and often harmful (especially when one is in a weakened condition) medications.
  • treatments can be delivered by osteopathic medical students under the direction of a physician—a measure that would add significantly to the pool of trained healthcare providers available to assist the public in such an emergency.
  • OMT is meant to improve function, enabling the body itself to better
Dennis OConnor

Substantial undocumented infection facilitates the rapid dissemination of novel coronav... - 0 views

  • AbstractEstimation of the prevalence and contagiousness of undocumented novel coronavirus (SARS-CoV2) infections is critical for understanding the overall prevalence and pandemic potential of this disease. Here we use observations of reported infection within China, in conjunction with mobility data, a networked dynamic metapopulation model and Bayesian inference, to infer critical epidemiological characteristics associated with SARS-CoV2, including the fraction of undocumented infections and their contagiousness. We estimate 86% of all infections were undocumented (95% CI: [82%–90%]) prior to 23 January 2020 travel restrictions. Per person, the transmission rate of undocumented infections was 55% of documented infections ([46%–62%]), yet, due to their greater numbers, undocumented infections were the infection source for 79% of documented cases. These findings explain the rapid geographic spread of SARS-CoV2 and indicate containment of this virus will be particularly challenging.
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    Recommended by Jessica Block
Dennis OConnor

Projects / Blog | Eric J. Daza, DrPH, MPS - 0 views

  • Causes and Associations in Single-Individual Analysis (CASIA) [pronounced: ka-sha] | Project
  • The Situation: You have a lot of data from your wearable or implantable device, sensor, or mobile app. You have a recurring outcome you’d like to change (e.g., weight, irritable bowel syndrome, migraine headaches, asthma attacks, chronic pain, blood glucose levels). You’ve identified possible triggers, but their effects may take some time to appear---and it may be expensive or painful to test all or even just a few of them.
  • The Challenge: Design experiments to conduct on yourself to characterize the effects of only the most likely triggers.
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  • Creating Evidence from Real World Patient Digital Data | Project
Dennis OConnor

On Teaching: Learning From Black Educators - The Atlantic - 0 views

  • “You need a sincere love for children,” Grenell liked to remind Moore. “Never give up on a child.”
  • firm and demanding, but also warm and encouraging.
  • She was named Mississippi Teacher of the Year in 2001 and won the prestigious Milken Award.
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  • Students will go to great lengths to hide from me what they don’t know.
  • I do that very intentionally at the beginning of the semester to signal: “I see you as a human being. I’m paying attention to what you say to me. You are a unique individual with skills and ideas that matter.”
  • That’s important, because a lot of students have told me that no one’s ever actually read what they wrote. What they mean by that is that their writing has been graded, but it’s never been read.
  • Then, at the end of the semester, I give them the introduction letter back. And the final exam is an essay where they have to reflect on their portfolio: all of the written pieces they produced in the course of the semester.
  • they’re not used to measuring it in terms of actual skills and knowledge. They're always stunned at how far they’ve come.
  • The students have been so used to having their grammar criticized that they over-censor themselves when they’re writing.
  • The message was always, “When you go to college.” It was always, “You can do it.
  • “You get educated for the benefit of the community and the race.”
  • Today we have wasted a generation, telling young people that the primary reason to pursue education is to get into a well-paying career. In rural or economically depressed areas like Delta, looking at education chiefly as a path to social mobility—rather than a path to full citizenship, one’s sense of agency and freedom—can actually depress achievement and increase hopelessness. B
  • By attaching the dreams and aspirations of African American students to a higher good, their expectations are infused with a meaningful purpose.
  • For a lot of the kids now, school is just drudgery from beginning to end—particularly schools that serve poor Black students. There’s no music curriculum, no arts curriculum, no vocational classes.
  • They congratulated me, because I was going to Washington, D.C., to receive the award. These women had taken up money among themselves, put it in a handkerchief, tied it, and handed it to me, as a way to celebrate that I was going to see the president—and represent Black people in a society that questions Black intelligence. I cried. They cried. It was the most touching thing.
  • I am a reflection of the accumulated wisdom these teachers passed on to me. All of these great teachers who had preceded me, who taught in segregated schools under horrible conditions, with no equal pay.
Dennis OConnor

Which Covid-19 Data Can You Trust? - 0 views

  • incomplete or incorrect data can also muddy the waters, obscuring important nuances within communities, ignoring important factors such as socioeconomic realities, and creating false senses of panic or safety, not to mention other harms such as needlessly exposing private information.
  • Right now, bad data could produce serious missteps with consequences for millions.
  • Whether you’re a CEO, a consultant, a policymaker, or just someone who is trying to make sense of what’s going on, it’s essential to be able to sort the good data from the misleading — or even misguided.
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  • common red flags
  • Data products that are too broad, too specific, or lack context.
  • Public health practitioners and data privacy experts rely on proportionality
  • only use the data that you absolutely need for the intended purpose and no more.
  • Even data at an appropriate spatial resolution must be interpreted with caution — context is key.
  • Simply presenting them, or interpreting them without a proper contextual understanding, could inadvertently lead to imposing or relaxing restrictions on lives and livelihoods, based on incomplete information.
  • The technologies behind the data are unvetted or have limited utility.
  • Both producers and consumers of outputs from these apps must understand where these can fall short.
  • In the absence of a tightly coupled testing and treatment plan, however, these apps risk either providing false reassurance to communities where infectious but asymptomatic individuals can continue to spread disease, or requiring an unreasonably large number of people to quarantine.
  • Some contact-tracing apps follow black-box algorithms, which preclude the global community of scientists from refining them or adopting them elsewhere.
  • These non-transparent, un-validated interventions — which are now being rolled out (or rolled back) in countries such as China, India, Israel and Vietnam — are in direct contravention to the open cross-border collaboration that scientists have adopted to address the Covid-19 pandemic.
  • Models are produced and presented without appropriate expertise.
  • Epidemiological models that can help predict the burden and pattern of spread of Covid-19 rely on a number of parameters that are, as yet, wildly uncertain.
  • n the absence of reliable virological testing data, we cannot fit models accurately, or know confidently what the future of this epidemic will look like
  • and yet numbers are being presented to governments and the public with the appearance of certainty
  • Read Carefully and Trust Cautiously
  • Transparency: Look for how the data, technology, or recommendations are presented.
  • Thoughtfulness: Look for signs of hubris.
  • Example: Telenor
  • Expertise: Look for the professionals. Examine the credentials of those providing and processing the data.
  • Open Platforms: Look for the collaborators.
  • technology companies like Camber Systems, Cubeiq and Facebook have allowed scientists to examine their data,
  • The Covid-19 Mobility Data Network, of which we are part, comprises a voluntary collaboration of epidemiologists from around the world analyzes aggregated data from technology companies to provide daily insights to city and state officials from California to Dhaka, Bangladesh
  • This pandemic has been studied more intensely in a shorter amount of time than any other human event.
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    "This pandemic has been studied more intensely in a shorter amount of time than any other human event. Our globalized world has rapidly generated and shared a vast amount of information about it. It is inevitable that there will be bad as well as good data in that mix. These massive, decentralized, and crowd-sourced data can reliably be converted to life-saving knowledge if tempered by expertise, transparency, rigor, and collaboration. When making your own decisions, read closely, trust carefully, and when in doubt, look to the experts."
Dennis OConnor

Commentaray: Another step (count) towards leveraging mobile health data for clinical pr... - 0 views

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    Advances in wearable device and home blood pressure monitoring technology offer promising opportunities to characterise population health and to improve understanding of cardiovascular disease risk. These devices also allow for remote longitudinal patient monitoring, increased engagement and health literacy, and delivery of personalised behavioural interventions all while reducing overall health-care costs.1 Various health systems and start-ups seek to combine these data with clinical information from the electronic medical record, and several insurance companies are already trying to incentivise the uptake of wearable devices.2
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