API Infrastructure Importance When Providing a Health Service
In my ongoing review of application programming interfaces (APIs) as a technical solution for offering rich and flexible services in health care, I recently ran into two companies who showed as much enthusiasm for their internal technologies behind the APIs as for the APIs themselves. APIs are no longer a novelty in health services, as they were just five years ago. As the field gets crowded, maintenance and performance take on more critical roles in offering a successful business–so let’s see how Orion Health and Mana Health back up their very different offerings...
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Doctors and Disaster Relief: Technology and Data for HealthTap
In November 2015, when Tamil areas of southwestern India suffered from serious monsoon-related flooding that killed hundreds and caused the major city Chennai to essentially shut down for a week, local residents asked for help from an unusual source: HealthTap, the online service that offers medical advice and concierge care. This article explains the unique technical and organizational resources HealthTap offered, making it a valuable source of information for anyone in the disaster area with a cell phone or Internet access. At the end I will ask: what can public health institutions do to replicate HealthTap’s success in aiding the people of Chennai?
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Uncontrolled Health Care Costs Traced to Data and Communication Failures
The previous section of this article provided whatever detail I could find on the costs of poor communications and data exchange among health care providers. But in truth, it’s hard to imagine the toll taken by communications failures beyond certain obvious consequences, such as repeated tests and avoidable medical errors. One has to think about how the field operates and what we would be capable of with proper use of data. As patients move from PCP to specialist, from hospital to rehab facility, and from district to district, their providers need not only discharge summaries but intensive coordination to prevent relapses. Our doctors are great at fixing a diabetic episode or heart-related event...
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Twine Health Found a Niche for a Software in Health Care
Apps and software services for health care are proliferating–challenges and hackathons come up with great ideas week after week, and the app store contains hundreds of thousands of apps. The hard thing is creating a business model that sustains a good idea. To this end, health care incubators bring in clinicians to advise software developers. Numerous schemes of questionable ethics abound among apps (such as collecting data on users and their contacts). In this article, I’ll track how Twine Health tried different business models and settled on the one that is producing impressive growth for them today.
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Harvard Law Conference Surveys Troubles With Health Care
It is salubrious to stretch oneself and regularly attend a conference in a related field. At the Petrie-Flom Center for Health Law Policy, Biotechnology, and Bioethics, one can bask in the wisdom of experts who are truly interdisciplinary (as opposed to people like me, who is simply undisciplined). Their Tenth Anniversary Conference drew about 120 participants. The many topics–which included effects of the Supreme Court rulings on the Affordable Care Act and other cases, reasons that accountable care and other efforts haven’t lowered costs, stresses on the pharmaceutical industry, and directions in FDA regulation–contained several insights for health IT professionals...
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Health Information Exchange Resist Cures (Part 2)
The previous section of this paper introduced problems found in HIE by two reports: one from the Office of the National Coordinator and another from experts at the Oregon Health & Science University. Tracing the causes of these problems is necessarily somewhat speculative, but the research helps to confirm impressions I have built up over the years. The ONC noted that developing HIE is very resource intensive, and not yet sustainable. (p. 6) I attribute these problems to the persistence of the old-fashioned, heavyweight model of bureaucratic, geographically limited organizations hooking together clinicians. (If you go to another state, better carry your medical records with you.) Evidence of their continued drag on the field appeared in the report...
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Problems with Health Information Exchange Resist Cures (Part 1)
Given that Office of the National Coordinator for Health Information Technology (ONC) received 564 million dollars in the 2009 HITECH act to promote health information exchange, one has to give them credit for carrying out a thorough evaluation of progress in that area. The results? You don’t want to know. There are certainly glass-full as well as glass-empty indications in the 98-page report that the ONC just released. But I feel that failure dominated. Basically, there has been a lot of relative growth in the use of HIE, but the starting point was so low that huge swaths of the industry remain untouched by HIE...
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Pharmaceutical and Biomedical Research using Agile Software
Medical research should not be in a crisis. More people than ever before want its products, and have the money to pay for them. More people than ever want to work in the field as well, and they’re uncannily brilliant and creative. It should be a golden era. So the myriad of problems faced by this industry–sources of revenue slipping away from pharma companies, a shift of investment away from cutting-edge biomedical firms, prices of new drugs going through the roof–must lie with the development processes used in the industry...
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2016 Hacktoberfest Ignites Open Source Participation
DigitalOcean launched Hacktoberfest in 2014 to encourage contribution to open source projects. The event was a clear success, and in terms of attendance and participation goals reached, it's also clear that Hacktoberfest has become a powerful force in driving contributions to open source. The lure of a t-shirt and specific, time-limited goals help new contributors get started and encourage existing contributors to rededicate themselves and their efforts. The third year continued the momentum. In fact, early in the month, community management manager Daniel Zaltsman told Opensource.com that 2016 already surpassed last year's results...
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Open mHealth Popular Standard (Part 3)

The first section of this article introduced the common schemas for mobile healthdesigned by Open mHealth, and the second section covered the first two design principles driving their schemas. We’ll finish off the design principles in this section. Here, the ideal is to get accurate measurements to the precision needed by users and researchers. But many devices are known to give fuzzy results, or results that are internally consistent but out of line with absolute measurements. The goal adopted by Open mHealth is to firm up the things that are simple to get right and also critical to accuracy, such as units of measurement discussed earlier. They also require care in reporting the time interval that a measurement covers: day, week, month. There’s no excuse if you add up the walks recorded for the day and the sum doesn’t match the total steps that the device reports for that day...
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