Random Thoughts – Cavanaugh Consulting Group http://www.cavanaughconsulting.org Healthcare Management Consulting Services Tue, 11 Jun 2019 19:15:52 +0000 en-US hourly 1 https://wordpress.org/?v=6.2 65629768 Why Doctors Hate Their Computers http://www.cavanaughconsulting.org/why-doctors-hate-their-computers/ Thu, 13 Dec 2018 17:22:51 +0000 http://www.cavanaughconsulting.org/?p=1731 “I’ve come to feel that a system that promised to increase my mastery over my work has, instead, increased my work’s mastery over me.” A 2016 study found that physicians spent about two hours doing computer work for every hour spent face to face with a patient—whatever the brand of medical software. The University of Wisconsin found that the average workday for its family physicians had grown to eleven and a half hours. (The New Yorker)

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We still haven’t solved the health care cybersecurity problem http://www.cavanaughconsulting.org/we-still-havent-solved-the-health-care-cybersecurity-problem/ Thu, 07 Sep 2017 21:36:28 +0000 http://www.cavanaughconsulting.org/?p=1712 (AXIOS) It’s been a few months since the worldwide WannaCry ransomware attacks, and a month and a half since the NotPetya attacks that hit U.S. hospitals and the drug company Merck. The cyberattacks were bad enough to get the attention of the health care industry — and the rest of us — but not bad enough to force the industry to solve the underlying problems.

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Noninvasive detection of Alzheimer’s disease (AD) with high specificity and sensitivity http://www.cavanaughconsulting.org/noninvasive-detection-of-alzheimers-disease-ad-with-high-specificity-and-sensitivity/ Thu, 07 Sep 2017 21:33:43 +0000 http://www.cavanaughconsulting.org/?p=1710 (Journal of Clinical Investigation) Mounting evidence indicates that patients with AD and mild cognitive impairment (MCI) exhibit a wide spectrum of ocular abnormalities, circadian rhythm disturbances, and visual impairments. Among the many characteristics it shares with the brain, the retina contains neurons, astroglia, microglia, microvasculature with similar morphological and physiological properties, and a blood barrier. While the hallmark pathologies of AD have long been established in the brain, their manifestation in the human retina is a recent finding.

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There is now a Google test for depression and mental ill health http://www.cavanaughconsulting.org/there-is-now-a-google-test-for-depression-and-mental-ill-health/ Thu, 07 Sep 2017 21:31:12 +0000 http://www.cavanaughconsulting.org/?p=1708 (CNBC) The test, called a PHQ-9, is described by the search engine as a clinically validated screening questionnaire and is designed to test what level of depression a person may be suffering. The NAMI CEO said people who have symptoms of depression experience an average of a 6 to 8-year delay in getting treatment following the onset of symptoms.

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FDA approval brings first gene therapy to the United States http://www.cavanaughconsulting.org/fda-approval-brings-first-gene-therapy-to-the-united-states/ Thu, 07 Sep 2017 21:28:36 +0000 http://www.cavanaughconsulting.org/?p=1706 (FDA) The U.S. Food and Drug Administration issued a historic action today making the first gene therapy available in the United States, ushering in a new approach to the treatment of cancer and other serious and life-threatening diseases. The FDA approved Kymriah (tisagenlecleucel) for certain pediatric and young adult patients with a form of acute lymphoblastic leukemia (ALL).

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Using machine learning to improve patient care http://www.cavanaughconsulting.org/using-machine-learning-to-improve-patient-care/ Thu, 07 Sep 2017 21:23:38 +0000 http://www.cavanaughconsulting.org/?p=1704 (MIT) In a new pair of papers, researchers from MIT’s Computer Science and Artificial Intelligence Laboratory (CSAIL) explore ways for computers to help doctors make better medical decisions. An approach called “EHR Model Transfer” can facilitate the application of predictive models on an electronic health record (EHR) system, despite being trained on data from a different EHR system. Specifically, using this approach the team showed that predictive models for mortality and prolonged length of stay can be trained on one EHR system and used to make predictions in another. A machine-learning approach called “ICU Intervene” takes large amounts of intensive-care-unit (ICU) data, from vitals and labs to notes and demographics, to determine what kinds of treatments are needed for different symptoms.

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Doctors are burning out because electronic medical records are broken http://www.cavanaughconsulting.org/doctors-are-burning-out-because-electronic-medical-records-are-broken/ Thu, 07 Sep 2017 21:19:44 +0000 http://www.cavanaughconsulting.org/?p=1702
  • (Quartz) Together with the compressed time of office visits, EMRs conspire to turn medical practice into a regimented, one-size-fits-all endeavor, just when science and technology are giving us more ability than ever to treat our patients as the individuals they are. EMRs aren’t working on the whole. They’re time consuming, prioritize billing codes over patient care, and too often force physicians to focus on digital recordkeeping rather than the patient in front of them. EMRs could, for example, incorporate basic diagnostic support functions that simplify physicians’ jobs, enabling them to focus more acutely on treating the whole patient. Today’s search engines are better at helping doctors diagnose disease than our EMRs. I thought this was well stated but didn’t identify reengineering the processes (automated and manual) as the culprit. EMR’s are a tool and the user has to both adapt it and adapt to it. Consider why there are so many hammers, the framing hammer doesn’t work well for finish work.  
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    The Fitness Tracker Market Is Dying – But New Sensors And Complex Devices Could Offer Life After Death http://www.cavanaughconsulting.org/d-the-fitness-tracker-market-is-dying-but-new-sensors-and-complex-devices-could-offer-life-after-death/ Thu, 07 Sep 2017 21:08:45 +0000 http://www.cavanaughconsulting.org/?p=1698 (Huffpost) Jawbone is dead – as a consumer producer of gadgets anyway – and questions have to be asked about Misfit, which looks worryingly lifeless as we await the delayed Misfit Vapor sports smartwatch nearly a year after its unveiling. And then there’s Fitbit. The company is openly pessimistic about fitness tracker sales, and has gone all-in on its impending Fitbit smartwatch. On the horizon are a host of sensors that could totally reinvigorate the market – the problem is that few are ready here and now. Fitbit has talked about new features that could tackle conditions such as sleep apnea, hypertension and arrhythmia. Blood oxygen, blood sugar and hydration are the subject of serious investment from brands like Samsung, which has a stake in the recently-delayed LVL hydration-tracking wearable.

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    Draft Legislation Seeks to Improve EHRs http://www.cavanaughconsulting.org/draft-legislation-seeks-to-improve-ehrs/ Thu, 21 Jan 2016 14:39:48 +0000 http://www.cavanaughconsulting.org/?p=1578 It’s only proposed legislation and it has been in development all last year but it reflects a surprisingly informed understanding of the issues in the use of EMR’s and it is reported to have bipartisan support. BAI16031 Discussion Draft

    The proposed legislation targets the problem of information blocking, that is intentionally interfering with the sharing of electronic health information between doctors and hospitals. They plan accomplishing this by:

    • Convening existing data sharing networks to develop a model framework and common agreement for the secure exchange of health information across existing networks to help foster a “network of networks”.
    • Creating a digital provider directory to both facilitate exchange and allow users to verify the correct recipient,
    • Establishing an initial set of common data elements, such as a standard format for entering date of birth, to facilitate interoperability and streamline quality reporting, and
    • Supporting the secure exchange of electronic health information by certifying that one EHR product is capable of trusted exchange with multiple other EHR products.

    Additionally, the legislation would make health IT systems accountable for their performance in three key areas: security, usability, and interoperability. The bill would establish a HIT rating system to allow consumers to compare certified products on those criteria. It would also require vendors to report on their products every two years and assess fines including the decertification of products. This sounds like a government sponsored Consumer Reports.

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    Chief Data Officer – a New Requirement or Unnecessary? http://www.cavanaughconsulting.org/chief-data-officers-a-new-requirement-or-a-temporary-fix/ Wed, 11 Mar 2015 21:29:06 +0000 http://www.cavanaughconsulting.org/?p=1514 Two articles got me thinking about this, the first in Information Management  states that sixty-one percent of CIOs want to hire chief data officers (CDOs) within the next 12 months. The article goes on to list 15 requirements and in doing so provides some insight into why a CDO may be useful and what they could accomplish. At the same time, another article postulates that the CDO addresses a temporary need.  Information Management  Neither of these articles were written with health care in mind. However, our industry is one of the most data intense and can benefit from the experience of those that are further along.

    I will limit my comments to the provider segment of health care (hospitals, clinics and physicians) where I have spent most of my career. There is a lack of understanding leading to a lack of direction about what to do with all of the data healthcare organizations are collecting. Everyone knows it’s powerful and will eventually be essential, but few have the knowhow to address the opportunity. This maybe surprising to some since data has always been critical to health care and hospitals, clinics and larger physician practices have a department dedicated to managing health information (HIM). HIM is a bulwark dedicated to managing patient treatment data but rarely has the authority to dictate IT data standards.  Our data like our business model has its roots in segmentation. Developed at different times by different groups for different purposes. This was a reaction to both the complexity of the data model and business reality. For example, you could develop and implement an effective automated tool for cardiac care services even if it had little linkage outside that department.  Even today in the era of “super vendors” (Epic, Cerner, McKesson, Allscripts, Meditech) hospital providers typically have over 100 different information technology systems.

    We have many data sets, typically each for a special purpose. Some are for patient care, others for teaching, some are for research, others for business management. Few were established with an expectation of integration with one another and sometimes not even between related datasets. Standards exist within the data set but usually not between them. Historically most were departmentally developed and managed and paper driven. What I mean by this is that the automated data tools were often created from paper based thinking.  Now most are electronic, want to access and could share data with other parts of the health care organization. Understanding how the data can be usefully, allowably, accurately and securely shared is a major undertaking. This has been somewhat mitigated by organization wide systems that manage large segments of data such as electronic medical record applications. However, those application tools are largely focused on the operational needs of users not the management, planning and evaluation needs of management, medical science or public health.  Additionally, as the health care industry is restructured by ourselves and government mandate, we need to access the full range of data appropriate to our purpose; i.e. patient care, research, teaching or business to make informed decisions.

    Describing the specifics of what needs to be done is beyond the scope of my remarks but I will comment on the need for the CDO as a thought leader and coordinator.

    Soon after the Meaningful Use regulations were enacted most providers recognized the need for an individual to become the point of coordination. Data management and integration in a health care setting is daunting, even more so than meeting the Meaningful Use regulations. I was involved in the early days of the HL-7 data standards organization over 25 years ago and while progress has been made in integrating and sharing data we still have a long way to go within our provider organizations let alone between them.  Although some of the below listed activities are by necessity accomplished today by HIM leaders, business planners, medical directors, decision support specialists and others, there is a lack of overall coordination. The issue is that we need to do more because of the importance of accurate, timely and comprehensive data.  I see the need for the CDO in health care provider organizations and I see the role as critical for years to come.

    Here are the points I found most useful in considering the role of the CDO, modified somewhat for health care:

    • Big Picture Responsibility – Vision and strategy, establish data policies, standards, organization and enforcement.
    • Manage Data Governance – Organize and implement policies, procedures, structures, roles and responsibilities
    • Study and Maximize Data Quality – Determine and improve the organizations data quality and maturity level
    • Explore Data Warehousing – A single massive database or a collection of data marts that are integrated. The data warehouse strategy should provide consistent, clean and integrated data.
    • Embrace Enterprise Data Modeling – The EDM model may never be completed, but it still delivers value by allowing CDOs to discover and resolve data discrepancies among different views and data sets.
    • Explore Metadata Management – An example of metadata is the information embedded in a digital picture – such as the brand and model of the camera, the data and time the picture was taken, etc.
    • Navigate Unstructured and Big Data – Unstructured data includes social media, emails, pictures, videos and sensor data like RFID.
    • Weigh Data in the Cloud – Weigh variables like privacy, security, compliance, ownership and performance questions tied to cloud storage.
    • Establish Performance Metrics – build performance dashboards providing timely information and insights that enable clinicians, researchers, employees and management to improve decisions, optimize processes and plans, and work proactively.
    • Maintain Security and Privacy – An especially important area in health care considering the almost daily protected information breaches. Many health care organizations have Privacy and Security Officers, if so, this may be a coordination function.
    • Develop Intellectual Capital – Defining the protocols, processes or techniques that identify what is unique about your organization. Predictive analysis tools that help the organization more quickly adapt to opportunities and manage the transition. Eventually, IT will become a commodity, the organizations uniqueness will be how you manage and use your resources, especially your data, knowledge and skills. CCG
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