我们不是要挑战医生的权威,而是要帮患者明明白白看病,以患者为中心,让他拥有知情权和决策权。
在AI医疗领域,大多数公司选择与医生合作或复制医生经验,而王小川提出'造医生'而非'复制医生'的理念,强调以患者为中心而非医生权威。这一立场挑战了医疗AI行业普遍的'医生中心'模式,提出了一个与主流医疗AI发展路径不同的非共识观点。
我们不是要挑战医生的权威,而是要帮患者明明白白看病,以患者为中心,让他拥有知情权和决策权。
在AI医疗领域,大多数公司选择与医生合作或复制医生经验,而王小川提出'造医生'而非'复制医生'的理念,强调以患者为中心而非医生权威。这一立场挑战了医疗AI行业普遍的'医生中心'模式,提出了一个与主流医疗AI发展路径不同的非共识观点。
Impact of having doctor visit being transcribed by AI The GDPR issues aside, there is a strong indication that writing is the thinking for physicians but they might not realise that. - [ ] return #pkm
Foundation model companies are doing the same. OpenAI launched a dedicated Healthcare & Life Sciences vertical, complete with industry-specific sales teams and solutions engineers.
令人惊讶的是:即使是基础模型公司如OpenAI也在转向专业化,成立了专门的医疗和生命科学垂直部门,配备行业特定的销售团队和解决方案工程师。这表明AI行业正在从通用模型向高度专业化的行业解决方案转变。
The updated Agents SDK made it production-viable for us to automate a critical clinical records workflow that previous approaches couldn't handle reliably enough.
令人惊讶的是:医疗健康公司Oscar Health已经使用更新的Agents SDK成功自动化了临床记录工作流程,这是以前的方法无法可靠处理的。这表明AI代理技术已经发展到足以处理复杂、高风险的医疗数据任务,这可能彻底改变医疗行业的记录管理方式。
The demand for these medications has been the most ferocious thing I have witnessed in my working life, and the hardest parts of running a telehealth company, like finding doctors and fulfilling prescriptions, can be entirely outsourced to platforms like CareValidate and OpenLoop.
大多数人认为医疗行业监管严格且难以突破,但作者指出GLP-1药物的需求如此之大以至于一个人可以在短短两个月内创建价值数十亿美元的公司,并将医疗服务的核心功能外包。这一观点挑战了传统医疗行业的复杂性认知,展示了AI如何颠覆传统受监管行业。
Where US healthcare fails, the amount of ChatGPT consultations grows. If anything expontentially is in play, it may well be exponentially worsening health outcomes for US population.
My tax status with the government is as an “auteur/artiste”—an author/artist. With this declaration, I have one very practical thing: health insurance.
Registering with l'Urssaf as an "artiste-auteur" (or micro-entrepreneur), which aligns one with a specific régime for the payment of social charges, automate registration with CPAM, the administrative arm of the French universal healthcare system.
When it comes to your healthcare, most people think that their only options are to pay for expensive Health Insurance or try out your luck being uninsured. The great news is that you have a third option; You can join a Health Share plan that is affordable and meets your needs! Health Sharing programs are one of the most effective and affordable alternatives to Health Insurance. If you don’t know what a Health Share is, you can start here to learn how it works and why it’s a great alternative to health insurance. If you are looking for affordable healthcare, I highly recommend checking out my article about the Best Health Share Plans.
Private Healthcare Systems (PHCS), and their associated MultiPlan networks, represent two key aspects that one must grasp in order to take full advantage of their health insurance benefits. But, what exactly are PHCS and MultiPlan networks, and how do they work? This guide aims to provide comprehensive insights into these healthcare structures. What is PHCS? Private Healthcare Systems, or PHCS, is one of the largest preferred provider organizations (PPOs) in the United States. A PPO is a type of health insurance arrangement where the insurance company has contracts with a network of “preferred” providers. In this context, PHCS forms contracts with doctors, hospitals, and other healthcare providers, who then agree to provide their services at reduced rates for patients covered by PHCS health insurance. Understanding MultiPlan Networks MultiPlan Network is a comprehensive group of healthcare providers that have agreed to offer discounted rates for services to insured individuals. It’s one of the oldest and most expansive independent PPO networks in the U.S., serving over 60 million people. PHCS became part of the MultiPlan network in 2006. This means that if your insurance uses the PHCS or MultiPlan network, you have access to these discounted rates when you use a provider within this network.
The assassination is a koan that brings to light the paradox at the heart of civilisation: what’s real is our experience of being alive, not how we can be quantified, but we pretend the opposite is true.
for - comparison - symbolosphere vs physiosphere - assassination of United Healthcare CEO Brian Thompson - Substack article - Best Served Cold: Luigi Mangione and The Age of Breach - Alexander Beiner
1:06:53 The true constraints are the resources that are available (and if those resources will co-create together for the good of the WHOLE).
Phone: (417) 269-2160
Often you'll be unable to get a situation resolved calling the Clinic. Instead call… CoxHealth Customer Experience (417) 269-6101
Often you'll be unable to get a situation resolved calling the Clinic. Instead call... CoxHealth Customer Experience (417) 269-6101
To build HIPAA compliant software, developers need to be aware of and comply with several key requirements outlined in the HIPAA Privacy Rule and Security Rule. These requirements are designed to ensure the confidentiality, integrity, and availability of protected health information (PHI) and to prevent unauthorized access, use, or disclosure of PHI.
Building software compliant with HIPAA standards necessitates a deep understanding of its Privacy and Security Rules to safeguard protected health information effectively.
This is the space where AI can thrive, tirelessly processing these countless features of every patient I’ve ever treated, and every other patient treated by every other physician, giving us deep, vast insights. AI can help do this eventually, but it will first need to ingest millions of patient data sets that include those many features, the things the patients did (like take a specific medication), and the outcome.
AI tools yes, not ChatGPT though. More contextualising and specialisation needed. And I'd add the notion that AI might be necessary as temporary fix, on our way to statistics. Its power is in weighing (literally) many more different factors then we could statistically figure out, also because of interdependencies between factors. Once that's done there may well be a path to less blackbox tooling like ML/DL towards logistic regression: https://pubmed.ncbi.nlm.nih.gov/33208887/ [[Machine learning niet beter dan Regressie 20201209145001]]
My fear is that countless people are already using ChatGPT to medically diagnose themselves rather than see a physician. If my patient in this case had done that, ChatGPT’s response could have killed her.
More ELIZA. The opposite of searching on the internet for your symptoms and ending up with selfdiagnosing yourself with 'everything' as all outliers are there too (availability bias), doing so through prompting generative AI will result in never suggesting outliers because it will stick to dominant scripted situations (see the vignettes quote earlier) and it won't deviate from your prompts.
If my patient notes don’t include a question I haven’t yet asked, ChatGPT’s output will encourage me to keep missing that question. Like with my young female patient who didn’t know she was pregnant. If a possible ectopic pregnancy had not immediately occurred to me, ChatGPT would have kept enforcing that omission, only reflecting back to me the things I thought were obvious — enthusiastically validating my bias like the world’s most dangerous yes-man.
Things missing in a prompt will not result from a prompt. This may reinforce one's own blind spots / omissions, lowering the probability of an intuitive leap to other possibilities. The machine helps you search under the light you switched on with your prompt. Regardless of whether you're searching in the right place.
My experiment illustrated how the vast majority of any medical encounter is figuring out the correct patient narrative. If someone comes into my ER saying their wrist hurts, but not due to any recent accident, it could be a psychosomatic reaction after the patient’s grandson fell down, or it could be due to a sexually transmitted disease, or something else entirely. The art of medicine is extracting all the necessary information required to create the right narrative.
This is where complexity comes in, teasing out narratives and recombine them into probes, probing actions that may changes the weights of narratives and mental models held about a situation. Not diagnostics, but building the path towards diagnostics. Vgl [[Probe proberend handelen 20201111162752]] [[Vertelpunt 20201111170556]]
This is likely why ChatGPT “passed” the case vignettes in the Medical Licensing Exam. Not because it’s “smart,” but because the classic cases in the exam have a deterministic answer that already exists in its database.
Machines will do well in scripted situations (in itself a form of automation / codification). This was a factor in Hzap 08 / 09 in Rotterdam, where in programming courses the problems were simplified and highly scripted to enable the teacher to be able to grade the results, but at the cost of removing students from actual real life programming challenges they might encounter. It's a form of greedy reductionism of complexity. Whereas the proof of the pudding is performing well within complexity.
Here’s what I found when I asked ChatGPT to diagnose my patients
A comparison of ChatGPT responses to actual ER case descriptions. Interesting experiment by the author, though there shouldn't be an expectation for better results than it gave.
Solving the gargantuan challenge posed by complex chronic diseases demands seismic shifts in research funding, medical training, and public attitudes.
Not to mention the myopic insurance- and profit-driven "healthcare" industry itself.
A study across the population of Scotland researched the affects of covid by comparing those with a positive PCR test with a control group that did not have covid. Vaccinations were shown to decrease symptoms. There are concerns about long-term effects as the virus becomes endemic.
Healthcare should be a human right.
Healthcare is a service provided by others.
When a person asserts that they have a right to the labor of others, this stakes a claim of ownership over that person and their labor.
"slavery, condition in which one human being was owned by another." https://www.britannica.com/topic/slavery-sociology
Everyone has a right to health, but they can make no such claim to the service of others to maintain it.
NDR. (2021, March 19). AstraZeneca: Greifswalder Forscher finden Thrombose-Ursache. /nachrichten/mecklenburg-vorpommern/AstraZeneca-Greifswalder-Forscher-finden-Thrombose-Ursache,coronavirus4660.html
Notion – The all-in-one workspace for your notes, tasks, wikis, and databases. (n.d.). Notion. Retrieved 14 February 2022, from https://www.notion.so
Beaumont, P. (2021, September 16). Which countries are enforcing mandatory Covid jabs – and how? The Guardian. https://www.theguardian.com/world/2021/sep/16/which-countries-enforcing-mandatory-covid-vaccination
Johnson, S. (2021, June 7). Spat at, abused, attacked: Healthcare staff face rising violence during Covid. The Guardian. http://www.theguardian.com/global-development/2021/jun/07/spat-at-abused-attacked-healthcare-staff-face-rising-violence-during-covid
Sgaier, S. K. (2021, May 18). Opinion | Meet the Four Kinds of People Holding Us Back From Full Vaccination. The New York Times. https://www.nytimes.com/interactive/2021/05/18/opinion/covid-19-vaccine-hesitancy.html
Adams, R., & editor, R. A. E. (2021, September 15). Covid teams can vaccinate pupils against parents’ wishes, schools told. The Guardian. https://www.theguardian.com/education/2021/sep/15/covid-teams-can-vaccinate-pupils-against-parents-wishes-schools-told
Ercolano, P. (2021, September 20). The legality of vaccine mandates. The Hub. https://hub.jhu.edu/2021/09/20/stacey-lee-employer-vaccine-mandate/
Regev-Yochay, G., Gonen, T., Gilboa, M., Mandelboim, M., Indenbaum, V., Amit, S., Meltzer, L., Asraf, K., Cohen, C., Fluss, R., Biber, A., Nemet, I., Kliker, L., Joseph, G., Doolman, R., Mendelson, E., Freedman, L. S., Harats, D., Kreiss, Y., & Lustig, Y. (2022). 4th Dose COVID mRNA Vaccines’ Immunogenicity & Efficacy Against Omicron VOC (p. 2022.02.15.22270948). medRxiv. https://doi.org/10.1101/2022.02.15.22270948
Huang, L., & Cao, B. (2021). Post-acute conditions of patients with COVID-19 not requiring hospital admission. The Lancet Infectious Diseases, 0(0). https://doi.org/10.1016/S1473-3099(21)00225-5
We don’t expect National Defence or health care to promote growth: we just accept that territorial integrity and a healthy populace are good things.
Been making that point about health (especially since, like education, it's a provincial jurisdiction). It's easy to think of perverse incentives if a profit motive dominates education and health. Physicians would want people to remain sick and teachers would prefer it if learners required more assistance.
Hadn't thought enough about the DND part. Sure gives me pause, given the amounts involved. Or the fact that there's a whole lot of profit made in that domain.
So, businesspeople are quick to talk about "cost centres". Some of them realize that those matter a whole lot.
Medical AI’s social impact is not merely a question of practice but also the insufficiency of its promise
Governor Kathy Hochul. (2022, January 27). #COVID Case and Hospitalization Update: -17,305 New Cases -8,741 Hospitalizations (-594) -134 New deaths reported by healthcare facilities through HERDS https://t.co/bIeDmJzJ2l [Tweet]. @GovKathyHochul. https://twitter.com/GovKathyHochul/status/1486794356421976069
CDC/IDSA COVID-19 Clinician Call: Vaccine Boosters. (n.d.). Retrieved 27 April 2022, from https://www.idsociety.org/multimedia/clinician-calls/cdcidsa-covid-19-clinician-call-vaccine-boosters/
Nerd, G. M.-K. H. (2021, December 22). Of Course Unvaccinated People Should Get Medical Care. Medium. https://gidmk.medium.com/of-course-unvaccinated-people-should-get-medical-care-34b26ae7eaa4
Eric Topol. (2021, April 23). Just published @TheLancet: Effect of vaccine in >23,000 health care workers https://t.co/ohy3VyHM3C Dose response: No vaccine 977 infections; 1 dose 71 infections; 2 doses 9 infections (14|8|4 per 10,000 person-days) "can prevent both symptomatic and asymptomatic infection " https://t.co/EybVBFmXrU [Tweet]. @EricTopol. https://twitter.com/EricTopol/status/1385729322472730626
ReconfigBehSci on Twitter: ‘RT @TheLancetInfDis: Newsdesk in March issue: #COVID19 among American Indians and Alaska Natives https://t.co/cJj2815IYw’ / Twitter. (n.d.). Retrieved 3 March 2021, from https://twitter.com/SciBeh/status/1367060643896053760
Body bags, overflowing morgues and chaotic hospitals: Hong Kong’s pandemic goes critical. (2022, March 9). Washington Post. https://www.washingtonpost.com/world/2022/03/09/hong-kong-covid-hospitals-morgues/
Campbell, D., & editor, D. C. H. policy. (2022, March 10). Global Covid-19 death toll ‘may be three times higher than official figures.’ The Guardian. https://www.theguardian.com/world/2022/mar/10/global-covid-19-death-toll-may-be-three-times-higher-than-official-figures
Al Newman. (2022, March 8). @danaparish @jennybluebird2U To your point: Https://t.co/CsULpIACoI [Tweet]. @AlNewman_. https://twitter.com/AlNewman_/status/1501056062262333441
Reuters. (2022, February 24). EMA backs Pfizer COVID booster for teens, Moderna shot for ages 6-11. Reuters. https://www.reuters.com/business/healthcare-pharmaceuticals/ema-recommends-approval-pfizers-covid-vaccine-12-over-2022-02-24/
Health sector facing ‘challenges not seen in a century’ as Victoria issues rare Code Brown. (2022, January 17). ABC News. https://www.abc.net.au/news/2022-01-18/victoria-records-more-covid-19-deaths-hospitalisations-and-cases/100762978
Jorge A. Caballero, MD (jorgecaballero.eth). (2022, January 10). 🧵/ I just spoke with two journalists about data that shows how the U.S. healthcare system is collapsing before our eyes. The million dollar question during both interviews was, “What else could we be doing right now?” The answer: Flatten the hospitalization curve. Now. [Tweet]. @DataDrivenMD. https://twitter.com/DataDrivenMD/status/1480607009867132928
Major COVID course correction immediately required. (n.d.). Retrieved February 7, 2022, from https://ozsage.org/media_releases/major-covid-course-correction-immediately-required/
wparmet. (2022, January 5). Major Questions about Vaccine Mandates, the Supreme Court, and the Major Questions Doctrine. Bill of Health. http://blog.petrieflom.law.harvard.edu/2022/01/05/major-questions-vaccine-mandates-supreme-court/
Bower, Dr Marlee, Scarlett Smout, Amarina Donohoe-Bales, Lily Teesson, Eleisha Lauria, Julia Boyle, Philip Batterham, et al. ‘A Hidden Pandemic? An Umbrella Review of Global Evidence on Mental Health in the Time of COVID-19’. PsyArXiv, 14 January 2022. https://doi.org/10.31234/osf.io/bzpvw.
Berger, Eric. ‘As Omicron Peaks, the US Healthcare System Is Left “Broken beyond Repair”’. The Guardian, 4 February 2022, sec. Society. https://www.theguardian.com/society/2022/feb/03/us-coronavirus-healthcare-system-providers.
Nursing professionals are facing with severe sleep problems during the covid 19 pandemic time. Nurses were asked to work in an environment that had a more increased level of risk than ever before. Depression and anxiety from the workplace could affect the confidence of healthcare workers in themselves as well as general trust in the healthcare system. This will lead to their turnover intention which may undermine the efforts of the governments to control the COVID-19 pandemic. The rising concern may change the working schedules of healthcare workers, offering more occupational healthcare support.
Healthcare Mobile and Web App Development
Hall, V. G., Ferreira, V. H., Wood, H., Ierullo, M., Majchrzak-Kita, B., Manguiat, K., Robinson, A., Kulasingam, V., Humar, A., & Kumar, D. (2022). Delayed-interval BNT162b2 mRNA COVID-19 vaccination enhances humoral immunity and induces robust T cell responses. Nature Immunology, 1–6. https://doi.org/10.1038/s41590-021-01126-6
French, G. (2021). Impact of Hospital Strain on Excess Deaths During the COVID-19 Pandemic—United States, July 2020–July 2021. MMWR. Morbidity and Mortality Weekly Report, 70. https://doi.org/10.15585/mmwr.mm7046a5
Halliday, J., & correspondent, J. H. N. of E. (2022, January 17). ‘Christmas was awful’: On the Omicron frontline at the Royal Preston hospital. The Guardian. https://www.theguardian.com/world/2022/jan/17/christmas-was-awful-on-the-omicron-frontline-at-the-royal-preston-hospital
Halliday, J., & correspondent, J. H. N. of E. (2022, January 17). ‘Christmas was awful’: On the Omicron frontline at the Royal Preston hospital. The Guardian. https://www.theguardian.com/world/2022/jan/17/christmas-was-awful-on-the-omicron-frontline-at-the-royal-preston-hospital
Yong, E. (2021, December 16). America Is Not Ready for Omicron. The Atlantic. https://www.theatlantic.com/health/archive/2021/12/america-omicron-variant-surge-booster/621027/
Up the line to death: Covid-19 has revealed a mortal betrayal of the world’s healthcare workers. (2021, January 29). The BMJ. https://blogs.bmj.com/bmj/2021/01/29/up-the-line-to-death-covid-19-has-revealed-a-mortal-betrayal-of-the-worlds-healthcare-workers/
Pathology insider describes unworkable conditions in SydPath PCR labs. (2022, January 10). ABC News. https://www.abc.net.au/news/2022-01-10/pathology-insider-describes-unworkable-conditions/100744536
Barry McAree 💙. (2022, January 6). Teachers on these islands will get FFP2(rightly so).Healthcare workers on other parts of these islands..nah!..Surgical masks/spit guards/not PPE,for working with COVID-positive patients risking other patient’s, our own & our family’s health.”Protect the NHS”🤔@CMO_England https://t.co/OngrD5BBPU [Tweet]. @BarryMcAree. https://twitter.com/BarryMcAree/status/1478883258305814536
Davis, N., & correspondent, N. D. S. (2021, December 31). What do we know about the Omicron Covid variant so far? The Guardian. https://www.theguardian.com/world/2021/dec/31/what-do-we-know-about-the-omicron-covid-variant-so-far
Jewett, C. (2021, November 4). Patients Went Into the Hospital for Care. After Testing Positive There for Covid, Some Never Came Out. Kaiser Health News. https://khn.org/news/article/hospital-acquired-covid-nosocomial-cases-data-analysis/
Shaun Lintern. (2021, December 30). Leeds Hospital to host one of the first “Nightingale hubs” based in a car park at St James’s Hospital. NHS wants space for up to 4k extra beds nationally...but who will staff these beds? Https://t.co/dzntJniPhq [Tweet]. @ShaunLintern. https://twitter.com/ShaunLintern/status/1476464984926339076
Tapper, J. (2021, December 19). Mass rapid tests in Liverpool cut hospital stays by a third. The Observer. https://www.theguardian.com/world/2021/dec/19/mass-rapid-tests-in-liverpool-cut-hospital-stays-by-a-third
Facebook, Twitter, options, S. more sharing, Facebook, Twitter, LinkedIn, Email, URLCopied!, C. L., & Print. (2021, December 17). Op-Ed: How can we prevent a second winter of despair with Omicron? Los Angeles Times. https://www.latimes.com/opinion/story/2021-12-17/op-ed-averting-a-second-winter-of-despair-with-omicron
Loud Silenced Doctors | Science-Based Medicine. (2021, December 19). https://sciencebasedmedicine.org/muzzled/
Timothy Caulfield. (2021, December 14). @LuisSchang @joerogan The Great Conspiracy Theory Paradox! Https://t.co/sEPuwvXJKp [Tweet]. @CaulfieldTim. https://twitter.com/CaulfieldTim/status/1470818785867153408
227 B.C. chiropractors threaten to sue regulatory college if vaccines ordered. (n.d.). Vancouversun. Retrieved December 17, 2021, from https://vancouversun.com/news/local-news/227-b-c-chiropractors-threaten-to-sue-regulatory-college-if-vaccines-ordered
Morgan, M. (2021). Matt Morgan: Caring for unvaccinated patients. BMJ, 374, n2022. https://doi.org/10.1136/bmj.n2022
shinydoc. (2021, December 12). I love how I, an actual GP...who was involved in the initial covid vaccination programme ...has to tune in at 8pm with the public to find out that apparently we are vaccinating the entire adult population with boosters by the end of the year [Tweet]. @irishayesha. https://twitter.com/irishayesha/status/1470123478221303810
Shaun Lintern. (2021, December 5). Just one of many msgs I’ve received today: Https://t.co/jgRqeZPuIe [Tweet]. @ShaunLintern. https://twitter.com/ShaunLintern/status/1467621369420697600
Progressive International. (2021, November 29). BREAKING: 2.5 million nurses from 28 countries have filed for a UN investigation of human rights violations by the EU, UK, Switzerland, Norway, and Singapore for blocking the waiver on Covid-19 vaccine patents as new strains proliferate: Http://covid19criminals.exposed https://t.co/Rj37RqDA4J [Tweet]. @ProgIntl. https://twitter.com/ProgIntl/status/1465202919687348227
gianluca c 🏴☠️🇻🇪 #TeamFauci #MaskUp #no GBD. (2021, November 29). Gauteng just updated 47 week and its shit https://t.co/yu5aLzwoJE [Tweet]. @gianlucac1. https://twitter.com/gianlucac1/status/1465300644336738308
Bundesverfassungsgericht: Bundesnotbremse war verfassungsgemäß. (2021, November 30). tagesschau.de. https://www.tagesschau.de/inland/bundesnotbremse-bundesverfassungsgericht-101.html
News, A. B. C. (n.d.). COVID-19 vaccine mandates moving the needle, experts say. ABC News. Retrieved November 11, 2021, from https://abcnews.go.com/Health/covid-19-vaccine-mandates-moving-needle-experts/story?id=80928249
Jones, S., & Giuffrida, A. (2021, November 9). At a glance: Covid vaccine mandates around the world. The Guardian. https://www.theguardian.com/world/2021/nov/09/covid-vaccine-mandates-around-the-world
Campbell, D., & editor, D. C. H. policy. (2021, November 3). Covid jabs to be compulsory for NHS staff in England from April. The Guardian. https://www.theguardian.com/society/2021/nov/03/covid-jabs-to-be-compulsory-for-nhs-staff-in-england-from-april
Magee, L. A., Dadelszen, P. von, Kalafat, E., Duncan, E. L., O’Brien, P., Morris, E., Heath, P., & Khalil, A. (2021). COVID-19 vaccination in pregnancy—Number needed to vaccinate to avoid harm. The Lancet Infectious Diseases, 0(0). https://doi.org/10.1016/S1473-3099(21)00691-5
Benjamin Veness. (2021, November 2). Singapore’s 🇸🇬 Senior Minister of State for Health, Dr Janil Puthucheary, told Parliament on 1 November: “I hope my explanation has helped members understand why although we say we are living with COVID-19, we cannot just open up, and risk having the number of cases shoot up.” [Tweet]. @venessb. https://twitter.com/venessb/status/1455396047765733376
ReconfigBehSci. (2021, November 2). interestingly the Singapore Health Minister also mentions “boosting through mild infections”—A concept that is currently generating much furore in the UK in the wake of the release of the JCVI minutes on child vaxx decisions 1/n [Tweet]. @SciBeh. https://twitter.com/SciBeh/status/1455445587910922240
Kenneth Baillie. (2021, October 27). When a healthcare system fails, increasing numbers of people suffer and die needlessly. That’s all. If you aren’t a patient or staff, you don’t see it. But this is happening, now, all over the UK. 2/n [Tweet]. @kennethbaillie. https://twitter.com/kennethbaillie/status/1453422360795680769
Covering COVID-19 vaccine boosters: 4 tips and a timeline. (n.d.). Retrieved October 25, 2021, from https://journalistsresource.org/home/covid-19-boosters-tip-sheet/
Gregory, A., Stewart, H., & Sample, I. (2021, October 19). Implement ‘plan B’ winter measures now or risk NHS crisis, Johnson warned. The Guardian. https://www.theguardian.com/world/2021/oct/19/implement-plan-b-winter-measures-now-or-risk-nhs-crisis-johnson-warned
Godlee, F. (2021). Why healthcare needs rebels. BMJ, 375, n2559. https://doi.org/10.1136/bmj.n2559
Pisanu, E., Benedetto, A. D., Infurna, M. R., & Rumiati, R. I. (2021). Psychological impact in Healthcare Professionals during emergencies: The Italian experience with COVID-19. PsyArXiv. https://doi.org/10.31234/osf.io/5rzj9
Mahase, E. (2021). Covid-19: Antibody levels fall after second Pfizer dose, but protection against severe disease remains, studies indicate. BMJ, 375, n2481. https://doi.org/10.1136/bmj.n2481
Michael Eisen on Twitter. (n.d.). Twitter. Retrieved 8 October 2021, from https://twitter.com/mbeisen/status/1443201806272643073
Adams, R., & editor, R. A. E. (2021, September 15). Covid teams can vaccinate pupils against parents’ wishes, schools told. The Guardian. https://www.theguardian.com/education/2021/sep/15/covid-teams-can-vaccinate-pupils-against-parents-wishes-schools-told
Real-time Assessment of Community Transmission findings. (n.d.). Imperial College London. Retrieved August 18, 2021, from http://www.imperial.ac.uk/medicine/research-and-impact/groups/react-study/real-time-assessment-of-community-transmission-findings/
Ohio health care workers warn of “astronomical” COVID-19 pediatric surge—ABC News. (n.d.). Retrieved October 1, 2021, from https://abcnews.go.com/Health/ohio-health-care-workers-warn-astronomical-covid-19/story?id=80309375
Cecco, L. (2021, September 15). Canada: Alberta healthcare system on verge of collapse as Covid cases and anti-vax sentiments rise. The Guardian. https://www.theguardian.com/world/2021/sep/15/canada-alberta-healthcare-system-covid-cases-rise
Rafiquddin, Sadia. “Doctors Treating Unvaccinated Covid Patients Are Succumbing to Compassion Fatigue.” The Guardian, September 18, 2021, sec. US news. https://www.theguardian.com/us-news/2021/sep/18/doctors-caring-unvaccinated-covid-patients.
Reno-Chanca, S., Van Hoey, J., Santolaya-Prego de Oliver, J. A., Blasko-Ochoa, I., Sanfeliu Aguilar, P., & Moret-Tatay, C. (2021). Differences Between the Psychological Symptoms of Health Workers and General Community After the First Wave of the COVID-19 Outbreak in Spain. Frontiers in Psychology, 12, 644212. https://doi.org/10.3389/fpsyg.2021.644212
Aleta, A., Blas-Laína, J. L., Anglés, G. T., & Moreno, Y. (2021). Unraveling the COVID-19 hospitalization dynamics in Spain using publicly available data (p. 2021.09.03.21263086). https://www.medrxiv.org/content/10.1101/2021.09.03.21263086v1
AMA survey shows over 96% of doctors fully vaccinated against COVID-19. (n.d.). American Medical Association. Retrieved 27 August 2021, from https://www.ama-assn.org/press-center/press-releases/ama-survey-shows-over-96-doctors-fully-vaccinated-against-covid-19
Pham, Q. T., Le, X. T. T., Phan, T. C., Nguyen, Q. N., Ta, N. K. T., Nguyen, A. N., Nguyen, T. T., Nguyen, Q. T., Le, H. T., Luong, A. M., Koh, D., Hoang, M. T., Pham, H. Q., Vu, L. G., Nguyen, T. H., Tran, B. X., Latkin, C. A., Ho, C. S. H., & Ho, R. C. M. (2021). Impacts of COVID-19 on the Life and Work of Healthcare Workers During the Nationwide Partial Lockdown in Vietnam. Frontiers in Psychology, 12, 563193. https://doi.org/10.3389/fpsyg.2021.563193
General, Office of the Surgeon. “Health Misinformation Reports and Publications.” Text. HHS.gov, July 14, 2021. https://www.hhs.gov/surgeongeneral/reports-and-publications/health-misinformation/index.html.
Shemtob, L., Ferris, M., Asanati, K., & Majeed, A. (2021). Vaccinating healthcare workers against covid-19. BMJ, 374, n1975. https://doi.org/10.1136/bmj.n1975
Smith, L. J., Tresh, M., Wilkinson, D., & Surenthiran, S. S. (2021). Living with a vestibular disorder during the Covid-19 pandemic [Preprint]. PsyArXiv. https://doi.org/10.31234/osf.io/7wx6p
Unfortunately, some patients receive "surprise doctor bills" when treated at an in-network facility (e.g., hospital) but not all the physicians who practice at that facility participate in their health plan's network. If you need to go to the hospital for a procedure that's not an emergency, ask whether every provider is in your health plan's network.
A hospital might accept a specific insurance plan, but the doctor treating you might not. This means that patients have to do their due diligence in finding out if their physicians are in their net-work. This will avoid 'surprise doctor bills'.
Talk to your nurses. Studies routinely identify nursing as the profession most trusted by the public. People feel comfortable talking to nurses. Do not hesitate to ask nurses questions about your health or treatment plan. Nurses are patient advocates. They are adept at interpreting people's questions and responding using easily understood terms. Every day, nurses help patients, families and the community navigate the complex health system
Talk to your nurses!
Provide more opportunities for new talent. Because healthcare has been relatively solid and stagnant in what it does, we're losing out on some of the new talent that comes out — who are developing artificial intelligence, who are working at high-tech firms — and those firms can pay significantly higher than hospitals for those talents. We have to find a way to provide some opportunities for that and apply those technologies to make improvements in healthcare.
Intestesing. Mr. Roach thinks healthcare is not doing enough to attract new types of talent (AI and emerging tech) into healthcare. We seem to be losing this talent to the technology sector.
I would agree with this point. Why work for healthcare with all of its massive demands and HIPPA and lack of people knowing what you are even building. Instead, you can go into tech, have a better quality of life, get paid so much more, and have the possibility of exiting due to a buyout from the healthcare industry.
To advance healthcare reform and new/innovative population health initiatives, hospital leaders need to focus on aligning our interests with our patients. For too long, our fee-for-service reimbursement system has provided incentives for providers to develop services that generate revenue based on more utilization (caring for people who are sick), when our patients obviously would prefer less utilization (to be healthy). There will always be a role for hospitals to care for the sick and injured, but if we are going to truly bend the cost curve and be successful in the world of population health, we must find new ways to align our incentives with our patients' incentives, so that "improving the health of our community" is not only a clinical goal for providers, but a financial goal as well.
Dr. Kniffin says that the incentivies for healthcare do not align with those of the patients. The current payment structure incentivizes hospitals to have more tests and use more resources (caring for those that are sick). While patients would like less resources to be used and get back to being healthy. This is at odds with each other. So it would be best if we (healthcare) could realign with the patient's incentive of being healthy and use less resources.
Keep in mind potential for waste or unnecessary spending. I think patients are starting to pay closer attention to the necessity of care rendered now because as more patients have high-deductible insurance plans, how they spend their money becomes critically relevant to them.
A high-deductiable plan is an insurance which has a lower monthly payment at the cost of higher fees before the insurance covers the cost (deductible).
Dr. Bauer from Hackensack Meridian Health sees more patients having higher-deductible insurance plans. This results in patients scrutinizing costs and tests because they have to pay for those directly.
‘I’m sorry, but it’s too late’: Alabama doctor tells unvaccinated, dying COVID patients. (2021, July 21). Al. https://www.al.com/news/2021/07/im-sorry-but-its-too-late-alabama-doctor-on-treating-unvaccinated-dying-covid-patients.html
Reuters. (2021, July 21). Two doses of Pfizer, AstraZeneca shots effective against Delta variant: Study. Reuters. https://www.reuters.com/business/healthcare-pharmaceuticals/two-doses-pfizer-astrazeneca-shots-effective-against-delta-variant-study-finds-2021-07-21/
Figueiras, Maria J., Jihane Ghorayeb, Mariana V. C. Coutinho, João Marôco, and Justin Thomas. ‘Levels of Trust in Information Sources as a Predictor of Protective Health Behaviors During COVID-19 Pandemic: A UAE Cross-Sectional Study’. Frontiers in Psychology 0 (2021). https://doi.org/10.3389/fpsyg.2021.633550.
Dai, H., Saccardo, S., Han, M. A., Roh, L., Raja, N., Vangala, S., Modi, H., Pandya, S., Sloyan, M., & Croymans, D. M. (2021). Behavioral Nudges Increase COVID-19 Vaccinations. Nature. https://doi.org/10.1038/s41586-021-03843-2
KFF COVID-19 Vaccine Monitor: In Their Own Words, Six Months Later | KFF. (n.d.). Retrieved August 2, 2021, from https://www.kff.org/coronavirus-covid-19/poll-finding/kff-covid-19-vaccine-monitor-in-their-own-words-six-months-later/
Zeke Emanuel on Twitter: “Masks are off, theaters and indoor dining are back: Life seems to be returning to normal. But the highly transmissible Delta variant is spreading quickly, & we aren’t even halfway to a fully vaccinated population. It’s time for employer vaccine mandates. Https://t.co/34UArFfHN5” / Twitter. (n.d.). Retrieved August 1, 2021, from https://twitter.com/ZekeEmanuel/status/1418266496749428737?s=20
GP staff receive abuse every day over Covid vaccine reminders | GPs | The Guardian. (n.d.). Retrieved August 1, 2021, from https://www.theguardian.com/society/2021/jul/14/gp-staff-receive-abuse-every-day-over-covid-vaccine-reminders?CMP=Share_iOSApp_Other
Partisanship Isn’t The Only Reason Why So Many Americans Remain Unvaccinated | FiveThirtyEight. (n.d.). Retrieved August 1, 2021, from https://fivethirtyeight.com/features/partisanship-isnt-the-only-reason-why-so-many-americans-remain-unvaccinated/
Bellafante, Ginia. “How to Survive a Plague, Part 2.” The New York Times, July 23, 2021, sec. New York. https://www.nytimes.com/2021/07/23/nyregion/Covid-Delta-Vaccination-AIDS.html.
If we had truly robust standards for electronic data interchange and less anxiety about privacy, these kinds of data could be moved around more freely in a structured format. Of course, there are regional exchanges where they do. The data could also be created in structured format to begin with.
This does exist. Fast Healthcare Interoperability Resources (FHIR; pronounced 'fire') is an open standard that describes data formats and elements (the 'resources' in the name), as well as an application programming interface (API) for exchanging electronic health records.
See more here: https://hl7.org/fhir/
‘I advise everyone to get it’: UK Covid patients tell of regrets over refusing jab | Coronavirus | The Guardian. (n.d.). Retrieved July 27, 2021, from https://www.theguardian.com/world/2021/jul/26/covid-patients-tell-of-regrets-over-refusing-jab-vaccine-intensive-care?CMP=Share_iOSApp_Other
Roberts, M. (n.d.). Artificial intelligence has been of little use for diagnosing covid-19. New Scientist. Retrieved 24 May 2021, from https://www.newscientist.com/article/mg25033350-100-artificial-intelligence-has-been-of-little-use-for-diagnosing-covid-19/
To hit Commission target, EU vaccine rollout should be 5 times faster. (2021, January 22). POLITICO. https://www.politico.eu/article/coronavirus-vaccine-europe-hit-commission-target-rollout-5-times-faster/
Anti-vaxx nurse dies from COVID-19 in Louisiana—Raw Story—Celebrating 17 Years of Independent Journalism. (n.d.). Retrieved July 18, 2021, from https://www.rawstory.com/olivia-guidry/
People on Twitter: “Three Friends Celebrate Turning 100 After COVID Vaccines: ‘We’ve Gone Through This Together’ #PEOPLEtheTVShow https://t.co/MSatUt1z5J” / Twitter. (n.d.). Retrieved July 16, 2021, from https://twitter.com/people/status/1415692631380795394
Gargano, J. W., Wallace, M., Hadler, S. C., Langley, G., Su, J. R., Oster, M. E., Broder, K. R., Gee, J., Weintraub, E., Shimabukuro, T., Scobie, H. M., Moulia, D., Markowitz, L. E., Wharton, M., McNally, V. V., Romero, J. R., Talbot, H. K., Lee, G. M., Daley, M. F., & Oliver, S. E. (2021). Use of mRNA COVID-19 Vaccine After Reports of Myocarditis Among Vaccine Recipients: Update from the Advisory Committee on Immunization Practices — United States, June 2021. MMWR. Morbidity and Mortality Weekly Report, 70(27), 977–982. https://doi.org/10.15585/mmwr.mm7027e2
Sarah Kliff on Twitter: “Coronavirus vaccines are free—But 9 percent of Americans say they’re not getting one because they are worried about cost. I see this a lot in my reporting: Patients who don’t seek care because they’re become so accustomed to surprise bills that follow. Https://t.co/gu6oDnlvhB” / Twitter. (n.d.). Retrieved July 2, 2021, from https://twitter.com/sarahkliff/status/1395032095819542528?s=20
Rimmer, A. (2021). Covid-19: GP staff have faced threats and abuse during vaccination programme, poll finds. BMJ, 373, n1665. https://doi.org/10.1136/bmj.n1665
What You Should Know About COVID-19 and the ADA, the Rehabilitation Act, and Other EEO Laws | U.S. Equal Employment Opportunity Commission. (n.d.). Retrieved June 29, 2021, from https://www.eeoc.gov/wysk/what-you-should-know-about-covid-19-and-ada-rehabilitation-act-and-other-eeo-laws
Thompson, M. G., Burgess, J. L., Naleway, A. L., Tyner, H. L., Yoon, S. K., Meece, J., Olsho, L. E. W., Caban-Martinez, A. J., Fowlkes, A., Lutrick, K., Kuntz, J. L., Dunnigan, K., Odean, M. J., Hegmann, K. T., Stefanski, E., Edwards, L. J., Schaefer-Solle, N., Grant, L., Ellingson, K., … Gaglani, M. (2021). Interim Estimates of Vaccine Effectiveness of BNT162b2 and mRNA-1273 COVID-19 Vaccines in Preventing SARS-CoV-2 Infection Among Health Care Personnel, First Responders, and Other Essential and Frontline Workers—Eight U.S. Locations, December 2020–March 2021. MMWR. Morbidity and Mortality Weekly Report, 70(13), 495–500. https://doi.org/10.15585/mmwr.mm7013e3
Seth Trueger on Twitter: “oh no not again https://t.co/hi9q3WTGIg” / Twitter. (n.d.). Retrieved June 26, 2021, from https://twitter.com/MDaware/status/1398304298145091585
Jena, A. (2021). COVID-19 and SOS tweets in India. The Lancet Infectious Diseases, S1473309921003558. https://doi.org/10.1016/S1473-3099(21)00355-8
Iacobucci, Gareth. ‘Covid:19: Ethnic Minority Health Staff Are Less Likely to Take up Vaccine, Early Data Show’. BMJ 372 (16 February 2021): n460. https://doi.org/10.1136/bmj.n460.
V Shah, A. S., Gribben, C., Bishop, J., Hanlon, P., Caldwell, D., Wood, R., Reid, M., McMenamin, J., Goldberg, D., Stockton, D., Hutchinson, S., Robertson, C., McKeigue, P. M., Colhoun, H. M., & McAllister, D. A. (2021). Effect of vaccination on transmission of COVID-19: An observational study in healthcare workers and their households [Preprint]. Public and Global Health. https://doi.org/10.1101/2021.03.11.21253275
Woolf, K., McManus, I. C., Martin, C. A., Nellums, L. B., Guyatt, A. L., Melbourne, C., Bryant, L., Gogoi, M., Wobi, F., Al-Oraibi, A., Hassan, O., Gupta, A., John, C., Tobin, M. D., Carr, S., Simpson, S., Gregary, B., Aujayeb, A., Zingwe, S., … Pareek, M. (2021). Ethnic differences in SARS-CoV-2 vaccine hesitancy in United Kingdom healthcare workers: Results from the UK-REACH prospective nationwide cohort study [Preprint]. Public and Global Health. https://doi.org/10.1101/2021.04.26.21255788
Hall, V. J., Foulkes, S., Saei, A., Andrews, N., Oguti, B., Charlett, A., Wellington, E., Stowe, J., Gillson, N., Atti, A., Islam, J., Karagiannis, I., Munro, K., Khawam, J., Group, T. S. S., Chand, M. A., Brown, C., Ramsay, M. E., Bernal, J. L., & Hopkins, S. (2021). Effectiveness of BNT162b2 mRNA Vaccine Against Infection and COVID-19 Vaccine Coverage in Healthcare Workers in England, Multicentre Prospective Cohort Study (the SIREN Study) (SSRN Scholarly Paper ID 3790399). Social Science Research Network. https://doi.org/10.2139/ssrn.3790399
the Guardian. “‘They Stormed the ICU and Beat the Doctor’: Health Workers under Attack,” June 7, 2021. http://www.theguardian.com/global-development/2021/jun/07/they-stormed-the-icu-and-beat-the-doctor-health-workers-under-attack.
We didn't have papers. On top of that, we're not from there. So we don't have papers. Not papers, but you know how you have to get the medical shots. We had to redo all of that stuff. So my mom got the shots, did all the immunization records and all that stuff.
Time in US - immigration status - being secretive - in the shadows - healthcare
When I was really young, I had gotten accident that required surgery and I needed to get that surgery done, so when I went to the hospital and get it done there was actually a couple of people from a criminal organization that were supposed to, I guess, kill somebody in there. I remember this like it was yesterday. I had a little breathing mask on and the doctor was telling me to breathe when he counted the eight, I could just hear the gunshots.
before the US - family, healthcare
117 staffers sue over Houston hospital’s vaccine mandate, saying they don’t want to be ‘guinea pigs’. (n.d.). Washington Post. Retrieved 3 June 2021, from https://www.washingtonpost.com/nation/2021/05/29/texas-hospital-vaccine-lawsuit/
Harrison, J., Berry, S., Mor, V., & Gifford, D. (2021). “Somebody Like Me”: Understanding COVID-19 Vaccine Hesitancy among Staff in Skilled Nursing Facilities. Journal of the American Medical Directors Association, 22(6), 1133–1137. https://doi.org/10.1016/j.jamda.2021.03.012
Berry, S. D., Johnson, K. S., Myles, L., Herndon, L., Montoya, A., Fashaw, S., & Gifford, D. (2021). Lessons learned from frontline skilled nursing facility staff regarding COVID-19 vaccine hesitancy. Journal of the American Geriatrics Society, 69(5), 1140–1146. https://doi.org/10.1111/jgs.17136
Bateman, J., Cox, N., Rajagopala, L., Ford, M., Jasim, M., Mulherin, D., Venkatachalam, S., Douglas, B., Hirsch, G., & Sheeran, T. (2021). COVID-19 vaccination advice via SMS-based video to improve vaccination uncertainty in at-risk groups. The Lancet Rheumatology, 3(6), e399–e401. https://doi.org/10.1016/S2665-9913(21)00148-X
Within three to six months. It didn't take that long … immediately kind of. I think one of my uncles took it upon himself to take care of us, and since my mom … my mom at the time, we did not know she had a tumor in the back of her brain. Right where her brain stem is, she had a huge tumor there and we had no idea. Nobody knew. She doesn't remember a lot of this. I don't know if it's because of the emotional trauma or because of the tumor, but once we got to Chicago, it was evident that something was wrong with my mother and she started going to the doctor.
Homelife - family taking care of each other Mother and need for medical intervention
COVID and lung health: The patient experience and what comes next? (2021, June 1). Imperial Medicine Blog. http://wwwf.imperial.ac.uk/blog/imperial-medicine/2021/06/01/covid-and-lung-health-the-patient-experience-and-what-comes-next/
Lytras, T., Kopsachilis, F., Mouratidou, E., Papamichail, D., & Bonovas, S. (2015). Interventions to increase seasonal influenza vaccine coverage in healthcare workers: A systematic review and meta-regression analysis. Human Vaccines & Immunotherapeutics, 12(3), 671–681. https://doi.org/10.1080/21645515.2015.1106656
Maltezou, H. C., Theodoridou, K., Ledda, C., Rapisarda, V., & Theodoridou, M. (2019). Vaccination of healthcare workers: Is mandatory vaccination needed? Expert Review of Vaccines, 18(1), 5–13. https://doi.org/10.1080/14760584.2019.1552141
Op-Ed: How Not to Message the Public on COVID Vaccines | MedPage Today. (n.d.). Retrieved May 26, 2021, from https://www.medpagetoday.com/infectiousdisease/publichealth/92704
Vaccination Programs: Home Visits to Increase Vaccination Rates Archived Review. (2014, April 17). The Guide to Community Preventive Services (The Community Guide). https://www.thecommunityguide.org/findings/vaccination-programs-home-visits-increase-vaccination-rates-archive
Reproduction number (R) and growth rate: Methodology—GOV.UK. (n.d.). Retrieved May 13, 2021, from https://www.gov.uk/government/publications/reproduction-number-r-and-growth-rate-methodology/reproduction-number-r-and-growth-rate-methodology
Schmitt, H.-J., Booy, R., Aston, R., Van Damme, P., Schumacher, R. F., Campins, M., Rodrigo, C., Heikkinen, T., Weil-Olivier, C., Finn, A., Olcén, P., Fedson, D., & Peltola, H. (2007). How to optimise the coverage rate of infant and adult immunisations in Europe. BMC Medicine, 5, 11. https://doi.org/10.1186/1741-7015-5-11
Covid-19: Vaccinated NHS staff numbers vary across England. (2021, March 5). BBC News. https://www.bbc.com/news/health-56291564
Maxmen, A. (2021). Will COVID force public health to confront America’s epic inequality?. Nature, 592(7856), 674-680.
Meyer, M., Gjorgjieva, T., & Rosica, D. (2020). Healthcare worker intentions to receive a COVID-19 vaccine and reasons for hesitancy: A survey of 16,158 health system employees on the eve of vaccine distribution. PsyArXiv. https://doi.org/10.31234/osf.io/ge6uh
Angulo, M. T., Castaños, F., Velasco-Hernandez, J. X., & Moreno, J. A. (2020). A simple criterion to design optimal nonpharmaceutical interventions for epidemic outbreaks. MedRxiv, 2020.05.19.20107268. https://doi.org/10.1101/2020.05.19.20107268
Schaake, M. (2020, June 9). Ensuring Cybersecurity for Critical Civilian Infrastructure | by Marietje Schaake & Stéphane Duguin. Project Syndicate. https://www.project-syndicate.org/commentary/cybersecurity-against-attacks-on-hospitals-by-marietje-schaake-and-stephane-duguin-2020-06
Washington, M. D. S. K. in, & London, S. B. in. (2020, June 3). Surgisphere: Governments and WHO changed Covid-19 policy based on suspect data from tiny US company. The Guardian. https://www.theguardian.com/world/2020/jun/03/covid-19-surgisphere-who-world-health-organization-hydroxychloroquine
Liverpool, C. W., Jessica Hamzelou, Adam Vaughan, Conrad Quilty-Harper and Layal. (n.d.). Covid-19 news: One in ten cases in England have been in health workers. New Scientist. Retrieved July 7, 2020, from https://www.newscientist.com/article/2237475-covid-19-news-one-in-ten-cases-in-england-have-been-in-health-workers/
Gross, A., & Cameron-Chileshe, J. (2020, October 4). Less than half UK population to receive coronavirus vaccine, says task force head | Free to read. https://www.ft.com/content/d2e00128-7889-4d5d-84a3-43e51355a751
Bielicki, J. A., Duval, X., Gobat, N., Goossens, H., Koopmans, M., Tacconelli, E., & Werf, S. van der. (2020). Monitoring approaches for health-care workers during the COVID-19 pandemic. The Lancet Infectious Diseases, 0(0). https://doi.org/10.1016/S1473-3099(20)30458-8
Hall, V. J., Foulkes, S., Saei, A., Andrews, N., Oguti, B., Charlett, A., Wellington, E., Stowe, J., Gillson, N., Atti, A., Islam, J., Karagiannis, I., Munro, K., Khawam, J., Chand, M. A., Brown, C. S., Ramsay, M., Lopez-Bernal, J., Hopkins, S., … Heeney, J. L. (2021). COVID-19 vaccine coverage in health-care workers in England and effectiveness of BNT162b2 mRNA vaccine against infection (SIREN): A prospective, multicentre, cohort study. The Lancet, 0(0). https://doi.org/10.1016/S0140-6736(21)00790-X
Saadat, S., Tehrani, Z. R., Logue, J., Newman, M., Frieman, M. B., Harris, A. D., & Sajadi, M. M. (2021). Single Dose Vaccination in Healthcare Workers Previously Infected with SARS-CoV-2. MedRxiv, 2021.01.30.21250843. https://doi.org/10.1101/2021.01.30.21250843
Martin, N. (n.d.). Nobody Accurately Tracks Health Care Workers Lost to COVID-19. So She Stays Up At Night Cataloging the Dead. ProPublica. Retrieved March 1, 2021, from https://www.propublica.org/article/nobody-accurately-tracks-health-care-workers-lost-to-covid-19-so-she-stays-up-at-night-cataloging-the-dead?token=k0iWSlfCBQl5DBRfyvJNIuVaKXSL22HN
Piotrowska, M. J., Sakowski, K., Karch, A., Tahir, H., Horn, J., Kretzschmar, M. E., & Mikolajczyk, R. T. (2020). Modelling pathogen spread in a healthcare network: Indirect patient movements. PLOS Computational Biology, 16(11), e1008442. https://doi.org/10.1371/journal.pcbi.1008442
Sansone, A., Mollaioli, D., Ciocca, G., Limoncin, E., Colonnello, E., Vena, W., & Jannini, E. A. (2020). Addressing male sexual and reproductive health in the wake of COVID-19 outbreak. Journal of Endocrinological Investigation, 1–9. https://doi.org/10.1007/s40618-020-01350-1
Dr Kamna Kakkar. (2021, April 20). If things come down to this, doctors are going to be at the recieving end of all patient wrath. As much as I pray for Delhi patients’ lives, I pray for the safety of my colleagues. #DelhiLockdown https://t.co/Q7RaIj68RB [Tweet]. @drkamnakakkar. https://twitter.com/drkamnakakkar/status/1384535301243109380
Krueger, A. (2021, April 20). You Pfizer, Me Moderna: Vaccine Recipients Declare Loyalty. The New York Times. https://www.nytimes.com/2021/04/20/style/pfizer-or-moderna.html
ReconfigBehSci. (2021, January 1). RT @bhrenton: In 91 days, we are 99.71% of the way to President Biden’s goal of 200 million shots in 100 days. We can expect to formally me… [Tweet]. @SciBeh. https://twitter.com/SciBeh/status/1385198744401072136
European Commission. ‘The European Commission and Austria secure COVID-19 vaccines for the Western Balkans’. Text. Accessed 22 April 2021. https://ec.europa.eu/commission/presscorner/detail/en/ip_21_1826.
Dyer, C. (2021). Covid-19: Government faces legal action over £102m contract for FFP3 masks. BMJ, 373, n1040. https://doi.org/10.1136/bmj.n1040
Rukmini, S. (2021, April 21). India’s government has abandoned its citizens to face a deadly second wave alone. The Guardian. https://www.theguardian.com/commentisfree/2021/apr/21/indias-government-abandoned-citizens-deadly-second-covid-wave
Beaumont, P. (2021, April 22). Covid-19: India’s response to second wave is warning to other countries. The Guardian. https://www.theguardian.com/world/2021/apr/22/covid-19-india-response-to-second-wave-is-warning-to-other-countries
Fears frontline NHS staff are refusing to get Covid vaccine | Coronavirus | The Guardian. (n.d.). Retrieved April 19, 2021, from https://www.theguardian.com/world/2021/apr/17/fears-frontline-nhs-staff-are-refusing-to-get-covid-vaccine
Asthma drug helps older people cope with Covid at home – study | Coronavirus | The Guardian. (n.d.). Retrieved April 15, 2021, from https://www.theguardian.com/world/2021/apr/12/asthma-drug-budesonide-helps-older-people-cope-with-covid-at-home-study
Denmark abandons AstraZeneca vaccine, EMA to rule on J&J jab next week. (n.d.). Retrieved April 15, 2021, from https://www.thejournal.ie/germany-recommends-people-avoid-astra-zeneca-covid-19-vaccine-for-second-dose-5409078-Apr2021/?utm_source=shortlink
Nissim Mannathukkaren നിസ്സിം മണ്ണത്തൂക്കാരൻ. (2021, April 8). ‘The hand of God’—Nurses trying to comfort isolated patients in a Brazilian Covid isolation ward. Two disposable gloves tied, full of hot water, simulating impossible human contact. Salute to the front liners and a stark reminder of the grim situation our world is in!@sadiquiz https://t.co/eldzkT4JHa [Tweet]. @nmannathukkaren. https://twitter.com/nmannathukkaren/status/1380129214259720202
Seasonal flu vaccine uptake in healthcare workers: Winter 2019 to 2020. (n.d.). GOV.UK. Retrieved April 8, 2021, from https://www.gov.uk/government/statistics/seasonal-flu-vaccine-uptake-in-healthcare-workers-winter-2019-to-2020
Strain on NHS as tens of thousands of staff suffer long Covid. (2021, April 3). The Guardian. http://www.theguardian.com/society/2021/apr/03/nhs-feels-strain-tens-thousands-staff-long-covid
Report claims watchdog looking into use of AstraZeneca jab for under-30s. (2021, April 5). The Guardian. http://www.theguardian.com/uk-news/2021/apr/06/medicines-watchdog-says-no-decision-made-astrazeneca-jab-for-under-30s
Johnson, J. &. (n.d.). Johnson & Johnson Announces Advance Purchase Agreement with the African Vaccine Acquisition Trust for the Company’s COVID-19 Vaccine Candidate. Retrieved 30 March 2021, from https://www.prnewswire.com/news-releases/johnson--johnson-announces-advance-purchase-agreement-with-the-african-vaccine-acquisition-trust-for-the-companys-covid-19-vaccine-candidate-301257348.html
Rachiotis, G., Mouchtouri, V. A., Kremastinou, J., Gourgoulianis, K., & Hadjichristodoulou, C. (2010). Low acceptance of vaccination against the 2009 pandemic influenza A(H1N1) among healthcare workers in Greece. Eurosurveillance, 15(6), 19486. https://doi.org/10.2807/ese.15.06.19486-en
Smith, N. (2020, April 18). Taiwan’s Vice-President Chen Chien-jen on his country’s fight with Covid-19. The Telegraph. https://www.telegraph.co.uk/global-health/science-and-disease/taiwans-vice-president-chen-chien-jen-countrys-fight-covid-19/
Kata, A. (2012). Anti-vaccine activists, Web 2.0, and the postmodern paradigm – An overview of tactics and tropes used online by the anti-vaccination movement. Vaccine, 30(25), 3778–3789. https://doi.org/10.1016/j.vaccine.2011.11.112
Wilson, R. (2017). Reich, J.A.Calling the Shots: Why Parents Reject Vaccines. New York: New York University Press. 2016. 328pp £20.99 (hbk) ISBN 9781479812790. Sociology of Health & Illness, 39(5), 804–805. https://doi.org/10.1111/1467-9566.12541
Covering Coronavirus: How Audience Needs are Changing and How Newsroom Coverage Compares. (n.d.). Center for Media Engagement. Retrieved May 28, 2020, from https://mediaengagement.org/research/coronavirus-coverage-changes/
Bagcchi, S. (2020). Stigma during the COVID-19 pandemic. The Lancet Infectious Diseases, 20(7), 782. https://doi.org/10.1016/S1473-3099(20)30498-9
Walker, P. G. T., Whittaker, C., Watson, O. J., Baguelin, M., Winskill, P., Hamlet, A., Djafaara, B. A., Cucunubá, Z., Mesa, D. O., Green, W., Thompson, H., Nayagam, S., Ainslie, K. E. C., Bhatia, S., Bhatt, S., Boonyasiri, A., Boyd, O., Brazeau, N. F., Cattarino, L., … Ghani, A. C. (2020). The impact of COVID-19 and strategies for mitigation and suppression in low- and middle-income countries. Science, 369(6502), 413–422. https://doi.org/10.1126/science.abc0035
Iversen, K., Bundgaard, H., Hasselbalch, R. B., Kristensen, J. H., Nielsen, P. B., Pries-Heje, M., Knudsen, A. D., Christensen, C. E., Fogh, K., Norsk, J. B., Andersen, O., Fischer, T. K., Jensen, C. A. J., Larsen, M., Torp-Pedersen, C., Rungby, J., Ditlev, S. B., Hageman, I., Møgelvang, R., … Ullum, H. (2020). Risk of COVID-19 in health-care workers in Denmark: An observational cohort study. The Lancet Infectious Diseases, 0(0). https://doi.org/10.1016/S1473-3099(20)30589-2
Moynihan, R., Macdonald, H., Bero, L., & Godlee, F. (2020). Commercial influence and covid-19. BMJ, 369. https://doi.org/10.1136/bmj.m2456
Paterson, P., Meurice, F., Stanberry, L. R., Glismann, S., Rosenthal, S. L., & Larson, H. J. (2016). Vaccine hesitancy and healthcare providers. Vaccine, 34(52), 6700–6706. https://doi.org/10.1016/j.vaccine.2016.10.042
Goodnough, A. (2020, December 1). Long-Term-Care Residents and Health Workers Should Get Vaccine First, C.D.C. Panel Says. The New York Times. https://www.nytimes.com/2020/12/01/health/covid-vaccine-distribution-cdc.html
Cousins, S. (2020). 2·5 million more child marriages due to COVID-19 pandemic. The Lancet, 396(10257), 1059. https://doi.org/10.1016/S0140-6736(20)32112-7
OC. (2021, January 22). Leadership. One of the most important and non-trivial steps taken by @JoeBiden is the decision to prioritize the protection of those at the highest risk. In Israel, our analysis shows that municipalities at low SES have the lowest rates of vaccination of at-risk populations.1/4 https://t.co/1aiqymQlMQ [Tweet]. @MDCaspi. https://twitter.com/MDCaspi/status/1352590064900038662
Burki, T. (2021). COVID-19 among American Indians and Alaska Natives. The Lancet Infectious Diseases, 21(3), 325–326. https://doi.org/10.1016/S1473-3099(21)00083-9
A Few People Developed a Rare Blood Disorder, Immune Thrombocytopenia, After Getting a COVID Vaccine | Health.com. (n.d.). Retrieved March 17, 2021, from https://www.health.com/condition/infectious-diseases/coronavirus/rare-blood-disorder-covid-vaccine-thrombocytopenia
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Ramamurti, R. (2020, October 27). Global Crowdsourcing Can Help the U.S. Beat the Pandemic. Harvard Business Review. https://hbr.org/2020/10/global-crowdsourcing-can-help-the-u-s-beat-the-pandemic
Fears for double Covid vaccine dosing as GPs left without up-to-date data amid NHS IT chaos. (2020, December 11). Inews.Co.Uk. https://inews.co.uk/news/health/covid-vaccines-fears-double-dosing-gps-nhs-it-chaos-exclusive-792346
Wise, J. (2021). Covid-19: Extra 1.7 million people in England are asked to shield. BMJ, 372, n467. https://doi.org/10.1136/bmj.n467
To end covid-19, we must end discrimination and inequality. (2021, March 1). The BMJ. https://blogs.bmj.com/bmj/2021/03/01/to-end-covid-19-we-must-end-discrimination-and-inequality/
COVID-19 vaccine rollout may be delayed—With IT system ‘failing constantly’. (n.d.). Sky News. Retrieved 2 March 2021, from https://news.sky.com/story/covid-19-vaccine-rollout-may-be-delayed-with-it-system-failing-constantly-12164829
Thompson, D. (2021, February 17). COVID-19 Cases Are Dropping Fast. Why? The Atlantic. https://www.theatlantic.com/ideas/archive/2021/02/why-covid-19-cases-are-falling-so-fast/618041/
Hidiroglu, S., Ay, P., Topuzoglu, A., Kalafat, C., & Karavus, M. (2010). Resistance to vaccination: The attitudes and practices of primary healthcare workers confronting the H1N1 pandemic. Vaccine, 28(51), 8120–8124. https://doi.org/10.1016/j.vaccine.2010.09.104
French professor faces disciplinary case over hydroxychloroquine claims | France | The Guardian. (n.d.). Retrieved March 3, 2021, from https://www.theguardian.com/world/2020/nov/12/covid-professor-didier-raoult-hydroxychloroquine
Paterlini, M. (2020). Covid:19: Italy has wasted the sacrifices of the first wave, say experts. BMJ, m4279. https://doi.org/10.1136/bmj.m4279
Oliver, D. (2020). David Oliver: Getting defensive over patient experience in the pandemic. BMJ, 371, m4604. https://doi.org/10.1136/bmj.m4604