#Data Interoperability

[rajaniesh]

Implementing Data Mesh on Databricks: Harmonized and Hub & Spoke Approaches

Explore the Harmonized and Hub & Spoke Data Mesh models on Databricks. Enhance data management with autonomous yet integrated domains and central governance. Perfect for diverse organizational needs and scalable solutions. #DataMesh #Databricks

[vorro]

Hello lightning-fast speed and farewell mistakes.

Enter the era of data magic now!

Learn more: https://vorro.net/solutions/interoperability/

[mostlysignssomeportents]

Shifting $677m from the banks to the people, every year, forever

I'll be in TUCSON, AZ from November 8-10: I'm the GUEST OF HONOR at the TUSCON SCIENCE FICTION CONVENTION.

"Switching costs" are one of the great underappreciated evils in our world: the more it costs you to change from one product or service to another, the worse the vendor, provider, or service you're using today can treat you without risking your business.

Businesses set out to keep switching costs as high as possible. Literally. Mark Zuckerberg's capos send him memos chortling about how Facebook's new photos feature will punish anyone who leaves for a rival service with the loss of all their family photos – meaning Zuck can torment those users for profit and they'll still stick around so long as the abuse is less bad than the loss of all their cherished memories:

https://www.eff.org/deeplinks/2021/08/facebooks-secret-war-switching-costs

It's often hard to quantify switching costs. We can tell when they're high, say, if your landlord ties your internet service to your lease (splitting the profits with a shitty ISP that overcharges and underdelivers), the switching cost of getting a new internet provider is the cost of moving house. We can tell when they're low, too: you can switch from one podcatcher program to another just by exporting your list of subscriptions from the old one and importing it into the new one:

https://pluralistic.net/2024/10/16/keep-it-really-simple-stupid/#read-receipts-are-you-kidding-me-seriously-fuck-that-noise

But sometimes, economists can get a rough idea of the dollar value of high switching costs. For example, a group of economists working for the Consumer Finance Protection Bureau calculated that the hassle of changing banks is costing Americans at least $677m per year (see page 526):

https://files.consumerfinance.gov/f/documents/cfpb_personal-financial-data-rights-final-rule_2024-10.pdf

The CFPB economists used a very conservative methodology, so the number is likely higher, but let's stick with that figure for now. The switching costs of changing banks – determining which bank has the best deal for you, then transfering over your account histories, cards, payees, and automated bill payments – are costing everyday Americans more than half a billion dollars, every year.

Now, the CFPB wasn't gathering this data just to make you mad. They wanted to do something about all this money – to find a way to lower switching costs, and, in so doing, transfer all that money from bank shareholders and executives to the American public.

And that's just what they did. A newly finalized Personal Financial Data Rights rule will allow you to authorize third parties – other banks, comparison shopping sites, brokers, anyone who offers you a better deal, or help you find one – to request your account data from your bank. Your bank will be required to provide that data.

I loved this rule when they first proposed it:

https://pluralistic.net/2024/06/10/getting-things-done/#deliverism

And I like the final rule even better. They've really nailed this one, even down to the fine-grained details where interop wonks like me get very deep into the weeds. For example, a thorny problem with interop rules like this one is "who gets to decide how the interoperability works?" Where will the data-formats come from? How will we know they're fit for purpose?

This is a super-hard problem. If we put the monopolies whose power we're trying to undermine in charge of this, they can easily cheat by delivering data in uselessly obfuscated formats. For example, when I used California's privacy law to force Mailchimp to provide list of all the mailing lists I've been signed up for without my permission, they sent me thousands of folders containing more than 5,900 spreadsheets listing their internal serial numbers for the lists I'm on, with no way to find out what these lists are called or how to get off of them:

https://pluralistic.net/2024/07/22/degoogled/#kafka-as-a-service

So if we're not going to let the companies decide on data formats, who should be in charge of this? One possibility is to require the use of a standard, but again, which standard? We can ask a standards body to make a new standard, which they're often very good at, but not when the stakes are high like this. Standards bodies are very weak institutions that large companies are very good at capturing:

https://pluralistic.net/2023/04/30/weak-institutions/

Here's how the CFPB solved this: they listed out the characteristics of a good standards body, listed out the data types that the standard would have to encompass, and then told banks that so long as they used a standard from a good standards body that covered all the data-types, they'd be in the clear.

Once the rule is in effect, you'll be able to go to a comparison shopping site and authorize it to go to your bank for your transaction history, and then tell you which bank – out of all the banks in America – will pay you the most for your deposits and charge you the least for your debts. Then, after you open a new account, you can authorize the new bank to go back to your old bank and get all your data: payees, scheduled payments, payment history, all of it. Switching banks will be as easy as switching mobile phone carriers – just a few clicks and a few minutes' work to get your old number working on a phone with a new provider.

This will save Americans at least $677 million, every year. Which is to say, it will cost the banks at least $670 million every year.

Naturally, America's largest banks are suing to block the rule:

https://www.americanbanker.com/news/cfpbs-open-banking-rule-faces-suit-from-bank-policy-institute

Of course, the banks claim that they're only suing to protect you, and the $677m annual transfer from their investors to the public has nothing to do with it. The banks claim to be worried about bank-fraud, which is a real thing that we should be worried about. They say that an interoperability rule could make it easier for scammers to get at your data and even transfer your account to a sleazy fly-by-night operation without your consent. This is also true!

It is obviously true that a bad interop rule would be bad. But it doesn't follow that every interop rule is bad, or that it's impossible to make a good one. The CFPB has made a very good one.

For starters, you can't just authorize anyone to get your data. Eligible third parties have to meet stringent criteria and vetting. These third parties are only allowed to ask for the narrowest slice of your data needed to perform the task you've set for them. They aren't allowed to use that data for anything else, and as soon as they've finished, they must delete your data. You can also revoke their access to your data at any time, for any reason, with one click – none of this "call a customer service rep and wait on hold" nonsense.

What's more, if your bank has any doubts about a request for your data, they are empowered to (temporarily) refuse to provide it, until they confirm with you that everything is on the up-and-up.

I wrote about the lawsuit this week for @eff@mastodon.social's Deeplinks blog:

https://www.eff.org/deeplinks/2024/10/no-matter-what-bank-says-its-your-money-your-data-and-your-choice

In that article, I point out the tedious, obvious ruses of securitywashing and privacywashing, where a company insists that its most abusive, exploitative, invasive conduct can't be challenged because that would expose their customers to security and privacy risks. This is such bullshit.

It's bullshit when printer companies say they can't let you use third party ink – for your own good:

https://arstechnica.com/gadgets/2024/01/hp-ceo-blocking-third-party-ink-from-printers-fights-viruses/

It's bullshit when car companies say they can't let you use third party mechanics – for your own good:

https://pluralistic.net/2020/09/03/rip-david-graeber/#rolling-surveillance-platforms

It's bullshit when Apple says they can't let you use third party app stores – for your own good:

https://www.eff.org/document/letter-bruce-schneier-senate-judiciary-regarding-app-store-security

It's bullshit when Facebook says you can't independently monitor the paid disinformation in your feed – for your own good:

https://pluralistic.net/2021/08/05/comprehensive-sex-ed/#quis-custodiet-ipsos-zuck

And it's bullshit when the banks say you can't change to a bank that charges you less, and pays you more – for your own good.

CFPB boss Rohit Chopra is part of a cohort of Biden enforcers who've hit upon a devastatingly effective tactic for fighting corporate power: they read the law and found out what they're allowed to do, and then did it:

https://pluralistic.net/2023/10/23/getting-stuff-done/#praxis

The CFPB was created in 2010 with the passage of the Consumer Financial Protection Act, which specifically empowers the CFPB to make this kind of data-sharing rule. Back when the CFPA was in Congress, the banks howled about this rule, whining that they were being forced to share their data with their competitors.

But your account data isn't your bank's data. It's your data. And the CFPB is gonna let you have it, and they're gonna save you and your fellow Americans at least $677m/year – forever.

If you'd like an essay-formatted version of this post to read or share, here's a link to it on pluralistic.net, my surveillance-free, ad-free, tracker-free blog:

https://pluralistic.net/2024/11/01/bankshot/#personal-financial-data-rights

[notbecauseofvictories]

cute thing I have learned during this conference: a couple different players are working in the quantum computing space, and specifically working on encryption protection algorithms to defend against attacks---these algorithms are called "kyber" and "dilithium" respectively.

nerds.

[onlinemarketingcash4ublogspotcom]

Title: Understanding ActivityPub

ActivityPub is an open, decentralized protocol designed to facilitate social networking across diverse platforms. Developed by the World Wide Web Consortium (W3C) and published as a recommendation in January 2018, it aims to empower users with more control over their data and online presence. ActivityPub serves as a bridge that connects different platforms into a cohesive ecosystem, often referred to as the Fediverse (short for "federated universe").

[blockchaindevelopmenttechnology]

Healthcare on the Blockchain: Boosting Privacy, Security, and Patient Outcomes

Introduction: A New Prescription for Healthcare Innovation

In today’s digital age, healthcare systems face growing challenges—ranging from frequent data breaches to fragmented patient records. Enter blockchain technology, a game-changer that promises not just stronger data security, but also improved patient outcomes. With the help of a trusted Blockchain Development Company, healthcare providers can harness this powerful innovation to create secure, transparent, and efficient systems.

What is Blockchain and Why It Matters in Healthcare

Blockchain is a decentralized ledger technology known for its immutability, transparency, and security. Unlike traditional databases, it doesn’t rely on a single centralized server, which means healthcare data can be securely shared and stored without the risk of tampering. A skilled Blockchain Development Agency can tailor this technology to fit the sensitive demands of modern healthcare systems.

Current Pain Points in the Healthcare System

Data breaches compromising patient privacy

Siloed and inaccessible health records

Administrative inefficiencies and rising costs

Trust deficits between patients and providers

How Blockchain Development Services Are Reshaping Healthcare

1. Electronic Health Records (EHRs)

Blockchain allows patients to control their medical data, granting permission to doctors or hospitals as needed. Blockchain development services are enabling healthcare systems to build interoperable EHR platforms that ensure data integrity and privacy.

2. Data Privacy & Regulatory Compliance

Blockchain's encryption and decentralized structure ensure compliance with HIPAA, GDPR, and other regulations.

3. Supply Chain Transparency

From pharmaceutical tracking to cold chain logistics, blockchain ensures product authenticity, reducing fraud in healthcare supply chains.

4. Clinical Research & Trials

Smart contracts help maintain transparency and auditability in clinical trials, boosting public trust.

5. Insurance Claims & Billing

With blockchain automation via smart contracts, claim settlements become faster and fraud-resistant.

Benefits of Blockchain in Healthcare

Enhanced data security and privacy

Reduced administrative costs

Improved patient engagement and trust

Real-time access to accurate medical records

Fraud prevention in healthcare billing

Success Stories: Real-World Blockchain Healthcare Projects

Examples include:

Estonia’s national EHR system powered by blockchain

MediLedger for pharmaceutical supply chain

BurstIQ for health data marketplaces

These success stories were made possible by top-tier blockchain development companies with deep healthcare expertise.

Barriers to Adoption

Technical integration with legacy systems

Limited awareness among stakeholders

Uncertain legal and regulatory frameworks

Scalability and cost considerations

What the Future Holds: Blockchain, AI & IoT in Healthcare

The fusion of blockchain with AI and IoT opens doors to predictive diagnostics, remote monitoring, and fully secure digital health ecosystems. Partnering with a visionary blockchain development company will be key to staying ahead in this rapidly evolving space.

Conclusion: The Time to Act is Now

Blockchain isn’t just a buzzword—it’s the foundation for the next generation of secure, efficient, and patient-focused healthcare. As healthcare organizations move toward digitization, collaborating with an expert blockchain development agency can pave the way for a future where privacy, efficiency, and innovation walk hand in hand.

[tudipblog]

Beyond the Buzz: How IoT Redefines Business Operations

Moving from Hype to Reality

IoT has moved from being a futuristic idea to a practical solution that businesses use daily to improve operations and achieve sustainable growth. Though much of the discussion around IoT is about its potential, the real value that it presents is in how companies can use the technology to solve real-world problems.

Today, IoT is no longer a buzzword; it’s a necessity for any business looking to remain competitive and agile in a dynamic global environment. With its power to integrate devices, data, and processes, IoT helps businesses achieve efficiencies, improve customer satisfaction, and create new revenue streams. In this blog post, we explore how IoT is changing business operations across industries and what companies need to do to maximize its potential.

How Tudip Technologies Redefines IoT Solutions

Tudip Technologies empowers businesses with IoT solutions that tackle complex operational challenges and drive measurable outcomes.

Our Specialized Approach:

Edge Computing Integration: Enabling faster data processing closer to devices for real-time responsiveness.

IoT Ecosystem Design: Creating scalable ecosystems that adapt to changing business needs.

Sustainability-Focused Solutions: Tailoring IoT frameworks that align with environmental goals.

Example: Tudip partnered with a logistics provider to implement IoT-powered edge analytics, reducing data processing times by 60% and improving delivery accuracy across global operations.

Key Takeaways: Turning IoT Into Operational Strength

Invest in Scalable Solutions: Ensure your IoT systems can grow alongside your business needs.

Prioritize Security: Robust cybersecurity measures arToday, IoT is no longer a buzzword; it’s a necessity for any business looking to remain competitive and agile in a dynamic global environment. With its power to integrate devices, data, and processes, IoT helps businesses achieve efficiencies, improve customer satisfaction, and create new revenue streams. In this blog post, we explore how IoT is changing business operations across industries and what companies need to do to maximize its potential.

Redefining Operational Efficiency with IoT

1. Predictive Analytics: Smarter Urban Operations with IoT

IoT is revolutionizing energy management by integrating renewable energy sources into business operations. Smart systems analyze usage patterns and adjust power drawn from solar, wind, or traditional grids in real time.

Optimized Renewable Usage: IoT ensures renewable energy is used efficiently by monitoring supply-demand gaps.

Grid Stability:  Balances energy loads to prevent outages during peak hours.

Sustainability Goals: Helps businesses achieve net-zero emissions by prioritizing clean energy consumption.

Example: A technology campus integrated IoT in optimizing its solar energy consumption and reduced dependence on traditional grids by 40%, with a significant reduction in operational costs

2. Energy Management: Advancing Renewable Solutions

Predictive analytics powered by IoT is transforming urban infrastructure. Cities can now monitor critical assets like bridges, roads, and utilities in real time, ensuring timely maintenance and preventing costly failures.

Public Safety: Early detection of infrastructure stress minimizes risks to citizens.

Cost Efficiency: Avoiding large-scale repairs reduces budget overruns for municipalities.

Sustainability: Proactive maintenance extends the lifespan of assets, reducing waste.

3. Automation Excellence: Better Disaster Response Logistics

IoT-driven automation is transforming how disaster response occurs—getting aid to where it is needed, faster and more efficiently.

Real-Time Inventory Management: Monitors relief inventory and ensures its proper distribution to areas of greatest need.

Smart Transportation: Optimizes routes for rescue and supply vehicles during crises.

Collaboration Across Agencies: IoT systems enable seamless communication between response teams.

Example:In a recent hurricane, one global aid organization leveraged IoT-connected drones to survey damage and automate the delivery of supplies, resulting in a 50% faster response time.

Overcoming Common IoT Challenges

1. Integration of IoT with Existing Systems

One of the biggest hurdles businesses face is integrating IoT solutions with legacy systems. Compatibility issues can hinder seamless data exchange and functionality. Solution: Use a flexible IoT platform with built-in interoperability; make sure it provides APIs for smooth integration. Careful planning and phased implementation may also reduce disruptions to a minimum.

2. Data Security and Privacy

IoT ecosystems are all about continuous data gathering and transmission, which increases exposure to cyber threats. The security of sensitive information is the foundation of trust with stakeholders.

Solution: Implement robust encryption protocols, regularly update security measures, and educate employees on cybersecurity best practices.

3. Adapting to Rapid Technological Changes

The rapid rate of innovation in IoT can make it challenging for businesses to adapt to new developments and keep their systems current. Solution: Collaborate with technology providers that offer scalable solutions and ongoing support to adapt to emerging trends without overhauling existing systems.

How IoT Drives Operational Transformation

1. Enhancing Decision-Making with Real-Time Insights

IoT provides companies with real-time data that enables informed decision-making. Whether it is revising supply chain strategies or optimizing production schedules, IoT ensures that companies can act quickly and confidently.

Dynamic Adaptability: Businesses can change their strategies according to up-to-date information and stay responsive to market demand.

Improved Collaboration: IoT systems enable better communication across departments, enabling coordinated efforts.

2. Creating Value Through Customization

IoT’s ability to collect granular data allows businesses to tailor their offerings and services to meet specific customer needs. Personalization not only enhances user experience but also builds stronger customer relationships.

e non-negotiable in today’s interconnected world.

Focus on Outcomes: Use IoT to achieve specific goals, whether it’s reducing costs, enhancing customer satisfaction, or achieving sustainability targets.

Conclusion: Moving Beyond the Buzz

IoT has evolved into an indispensable solution, reshaping how businesses optimize operations and achieve sustainable growth. By addressing real-world challenges and delivering actionable insights, IoT enables companies to stay competitive and adaptive.

To fully realize the benefits of IoT, businesses must focus on integrating flexible solutions, safeguarding data, and aligning technology with strategic objectives. With the right approach, IoT becomes more than a technological innovation—it becomes a cornerstone of operational excellence and sustainable growth.

Click the link below to learn more about the blog Beyond the Buzz: How IoT Redefines Business Operations

https://tudip.com/blog-post/beyond-the-buzz-how-iot-redefines-business-operations/

[rjohnson49la]

ActivityPub is an open, decentralized protocol designed to facilitate social networking across diverse platforms. Developed by the World Wide Web Consortium (W3C) and published as a recommendation in January 2018, it aims to empower users with more control over their data and online presence. ActivityPub serves as a bridge that connects different platforms into a cohesive ecosystem, often referred to as the Fediverse (short for "federated universe").

[iknowledgenile-blog]

IoT Adoption Challenges: Security, Interoperability, and Costs Explained

While IoT holds transformative potential, several challenges hinder its widespread adoption. Security concerns, including data privacy and cyber threats, are critical issues. Managing and analyzing the vast amounts of data generated by IoT devices adds another layer of complexity. Additionally, ensuring interoperability between various devices and platforms remains a pressing challenge. High implementation costs and ongoing maintenance further complicate IoT adoption.

Learn how businesses can navigate these obstacles and unlock IoT’s full potential in our comprehensive blog on KnowledgeNile.

[voittoinsights]

Project Mandala: Can it revolutionize the FinTech Ecosystem ?

In today’s rapidly evolving financial landscape, the pressure on financial institutions to stay compliant with complex regulatory requirements is at an all-time high. Frauds are increasing exponentially and regulators are finding ways to plug the gap sooner. The emergence of digital finance, driven by fintech innovations, is racing ahead, leaving traditional compliance methods struggling to…

[innonurse]

US: A proposal from HHS mandates that health IT contractors adhere to data exchange standards

- By InnoNurse Staff -

The Department of Health and Human Services (HHS) has proposed a rule requiring contractors involved in health IT to adhere to specific standards for data exchange.

This rule aims to advance interoperability across health systems by aligning health IT standards used in contracts with those used by healthcare providers.

The proposal follows a 2022 memorandum to coordinate health IT activities across HHS and seeks to prevent the creation of data silos.

However, concerns have been raised that the rule may stifle innovation and expand HHS's regulatory reach too far. Stakeholders have 60 days to comment on the proposal.

Read more at Fierce Healthcare

///

Other recent news and insights

An algorithm reaches 98% accuracy in predicting diseases by analyzing tongue color (University of South Australia/Medical Xpress)

AI successfully diagnoses genetic conditions using facial photographs (Yale School of Medicine)

Berlin's clare&me secures €3.7 million to develop an empathic Clinical LLM (EU-Startups)

India: Healthtech startup Farmako, supported by Y Combinator, raises $1.6 million (BWDISRUPT)

[mostlysignssomeportents]

Reverse engineers bust sleazy gig work platform

If you'd like an essay-formatted version of this post to read or share, here's a link to it on pluralistic.net, my surveillance-free, ad-free, tracker-free blog:

https://pluralistic.net/2024/11/23/hack-the-class-war/#robo-boss

A COMPUTER CAN NEVER BE HELD ACCOUNTABLE

THEREFORE A COMPUTER MUST NEVER MAKE A MANAGEMENT DECISION

Supposedly, these lines were included in a 1979 internal presentation at IBM; screenshots of them routinely go viral:

https://twitter.com/SwiftOnSecurity/status/1385565737167724545?lang=en

The reason for their newfound popularity is obvious: the rise and rise of algorithmic management tools, in which your boss is an app. That IBM slide is right: turning an app into your boss allows your actual boss to create an "accountability sink" in which there is no obvious way to blame a human or even a company for your maltreatment:

https://profilebooks.com/work/the-unaccountability-machine/

App-based management-by-bossware treats the bug identified by the unknown author of that IBM slide into a feature. When an app is your boss, it can force you to scab:

https://pluralistic.net/2023/07/30/computer-says-scab/#instawork

Or it can steal your wages:

https://pluralistic.net/2023/04/12/algorithmic-wage-discrimination/#fishers-of-men

But tech giveth and tech taketh away. Digital technology is infinitely flexible: the program that spies on you can be defeated by another program that defeats spying. Every time your algorithmic boss hacks you, you can hack your boss back:

https://pluralistic.net/2022/12/02/not-what-it-does/#who-it-does-it-to

Technologists and labor organizers need one another. Even the most precarious and abused workers can team up with hackers to disenshittify their robo-bosses:

https://pluralistic.net/2021/07/08/tuyul-apps/#gojek

For every abuse technology brings to the workplace, there is a liberating use of technology that workers unleash by seizing the means of computation:

https://pluralistic.net/2024/01/13/solidarity-forever/#tech-unions

One tech-savvy group on the cutting edge of dismantling the Torment Nexus is Algorithms Exposed, a tiny, scrappy group of EU hacker/academics who recruit volunteers to reverse engineer and modify the algorithms that rule our lives as workers and as customers:

https://pluralistic.net/2022/12/10/e2e/#the-censors-pen

Algorithms Exposed have an admirable supply of seemingly boundless energy. Every time I check in with them, I learn that they've spun out yet another special-purpose subgroup. Today, I learned about Reversing Works, a hacking team that reverse engineers gig work apps, revealing corporate wrongdoing that leads to multimillion euro fines for especially sleazy companies.

One such company is Foodinho, an Italian subsidiary of the Spanish food delivery company Glovo. Foodinho/Glovo has been in the crosshairs of Italian labor enforcers since before the pandemic, racking up millions in fines – first for failing to file the proper privacy paperwork disclosing the nature of the data processing in the app that Foodinho riders use to book jobs. Then, after the Italian data commission investigated Foodinho, the company attracted new, much larger fines for its out-of-control surveillance conduct.

As all of this was underway, Reversing Works was conducting its own research into Glovo/Foodinho's app, running it on a simulated Android handset inside a PC so they could peer into app's data collection and processing. They discovered a nightmarish world of pervasive, illegal worker surveillance, and published their findings a year ago in November, 2023:

https://www.etui.org/sites/default/files/2023-10/Exercising%20workers%20rights%20in%20algorithmic%20management%20systems_Lessons%20learned%20from%20the%20Glovo-Foodinho%20digital%20labour%20platform%20case_2023.pdf

That report reveals all kinds of extremely illegal behavior. Glovo/Foodinho makes its riders' data accessible across national borders, so Glovo managers outside of Italy can access fine-grained surveillance information and sensitive personal information – a major data protection no-no.

Worse, Glovo's app embeds trackers from a huge number of other tech platforms (for chat, analytics, and more), making it impossible for the company to account for all the ways that its riders' data is collected – again, a requirement under Italian and EU data protection law.

All this data collection continues even when riders have clocked out for the day – its as though your boss followed you home after quitting time and spied on you.

The research also revealed evidence of a secretive worker scoring system that ranked workers based on undisclosed criteria and reserved the best jobs for workers with high scores. This kind of thing is pervasive in algorithmic management, from gig work to Youtube and Tiktok, where performers' videos are routinely suppressed because they crossed some undisclosed line. When an app is your boss, your every paycheck is docked because you violated a policy you're not allowed to know about, because if you knew why your boss was giving you shitty jobs, or refusing to show the video you spent thousands of dollars making to the subscribers who asked to see it, then maybe you could figure out how to keep your boss from detecting your rulebreaking next time.

All this data-collection and processing is bad enough, but what makes it all a thousand times worse is Glovo's data retention policy – they're storing this data on their workers for four years after the worker leaves their employ. That means that mountains of sensitive, potentially ruinous data on gig workers is just lying around, waiting to be stolen by the next hacker that breaks into the company's servers.

Reversing Works's report made quite a splash. A year after its publication, the Italian data protection agency fined Glovo another 5 million euros and ordered them to cut this shit out:

https://reversing.works/posts/2024/11/press-release-reversing.works-investigation-exposes-glovos-data-privacy-violations-marking-a-milestone-for-worker-rights-and-technology-accountability/

As the report points out, Italy is extremely well set up to defend workers' rights from this kind of bossware abuse. Not only do Italian enforcers have all the privacy tools created by the GDPR, the EU's flagship privacy regulation – they also have the benefit of Italy's 1970 Workers' Statute. The Workers Statute is a visionary piece of legislation that protects workers from automated management practices. Combined with later privacy regulation, it gave Italy's data regulators sweeping powers to defend Italian workers, like Glovo's riders.

Italy is also a leader in recognizing gig workers as de facto employees, despite the tissue-thin pretense that adding an app to your employment means that you aren't entitled to any labor protections. In the case of Glovo, the fine-grained surveillance and reputation scoring were deemed proof that Glovo was employer to its riders.

Reversing Works' report is a fascinating read, especially the sections detailing how the researchers recruited a Glovo rider who allowed them to log in to Glovo's platform on their account.

As Reversing Works points out, this bottom-up approach – where apps are subjected to technical analysis – has real potential for labor organizations seeking to protect workers. Their report established multiple grounds on which a union could seek to hold an abusive employer to account.

But this bottom-up approach also holds out the potential for developing direct-action tools that let workers flex their power, by modifying apps, or coordinating their actions to wring concessions out of their bosses.

After all, the whole reason for the gig economy is to slash wage-bills, by transforming workers into contractors, and by eliminating managers in favor of algorithms. This leaves companies extremely vulnerable, because when workers come together to exercise power, their employer can't rely on middle managers to pressure workers, deal with irate customers, or step in to fill the gap themselves:

https://projects.itforchange.net/state-of-big-tech/changing-dynamics-of-labor-and-capital/

Only by seizing the means of computation, workers and organized labor can turn the tables on bossware – both by directly altering the conditions of their employment, and by producing the evidence and tools that regulators can use to force employers to make those alterations permanent.

Image: EFF (modified) https://www.eff.org/files/issues/eu-flag-11_1.png

CC BY 3.0 http://creativecommons.org/licenses/by/3.0/us/

[ss-1990]

The Role of Technology in Shaping Healthcare Standards

In today's rapidly evolving healthcare landscape, the push for innovation and improvement is relentless. At the heart of this transformation lies a fundamental aspect: Healthcare Standards. These standards serve as the guiding principles that ensure the delivery of safe, effective, and high-quality care to patients. But how exactly is technology influencing and shaping these standards? Let's explore the pivotal role that technology plays in defining and advancing healthcare standards, focusing on Digital Transformation, Interoperability, Telehealth Solutions, Data Security, and Regulatory Compliance.

Digital Transformation: In recent years, healthcare has undergone a profound digital transformation. From electronic health records (EHR) to wearable devices and remote monitoring tools, technology has revolutionized the way healthcare services are delivered and managed. Embracing digital transformation enables healthcare organizations to streamline processes, improve efficiency, and enhance patient experiences.

Interoperability: The interoperability of healthcare systems and devices is critical for ensuring seamless communication and data exchange across different platforms and settings. Interoperability allows healthcare providers to access and share patient information efficiently, facilitating coordinated care and informed decision-making. By breaking down silos and promoting data exchange, interoperability enhances care coordination and patient outcomes.

Telehealth Solutions: The rise of telehealth solutions has transformed the healthcare landscape, offering unprecedented access to care and services. Telehealth encompasses a wide range of technologies, including video conferencing, remote monitoring, and mobile health apps, that enable patients to receive medical care remotely. By expanding access to healthcare services, particularly in underserved areas, telehealth solutions improve patient engagement, satisfaction, and outcomes.

Data Security: As healthcare becomes increasingly reliant on technology and digital data, data security becomes a paramount concern. Safeguarding patient information from unauthorized access, breaches, and cyber threats is essential for maintaining trust and compliance with healthcare standards. Robust security measures, including encryption, access controls, and regular audits, are necessary to protect sensitive data and ensure patient confidentiality.

Regulatory Compliance: Healthcare is subject to a myriad of regulations and standards aimed at safeguarding patient safety, privacy, and rights. Compliance with regulations such as HIPAA (Health Insurance Portability and Accountability Act) and GDPR (General Data Protection Regulation) is non-negotiable for healthcare organizations. Technology plays a crucial role in facilitating regulatory compliance by automating processes, ensuring data integrity, and providing audit trails to demonstrate adherence to standards.

In conclusion, technology plays a central role in shaping and advancing healthcare standards, driving innovation, efficiency, and quality across the healthcare continuum. From enabling digital transformation to ensuring interoperability, facilitating telehealth solutions, enhancing data security, and promoting regulatory compliance, technology empowers healthcare organizations to deliver optimal care and improve patient outcomes in a rapidly changing environment.

Are you ready to harness the power of technology to shape the future of healthcare? Explore innovative solutions and embrace digital transformation with confidence, knowing that you are contributing to the advancement of healthcare standards and the well-being of patients worldwide.

[hk-1989]

The Backbone of Healthcare: Understanding Hospital Information Management

Hospital Information Management serves as the foundation of modern healthcare systems, facilitating efficient operations and ensuring the delivery of quality patient care. In this blog post, we'll delve into the intricacies of Hospital Information Management, exploring its critical components and the pivotal role it plays in the healthcare ecosystem.

At the heart of Hospital Information Management lies the safeguarding of patient information. Patient Data Security is paramount, requiring robust measures to protect sensitive medical records from unauthorized access or breaches. Hospitals must employ state-of-the-art encryption protocols and access controls to safeguard patient confidentiality and maintain trust in healthcare services.

Interoperability is another key aspect of effective Hospital Information Management. Interoperability Standards establish guidelines for seamless communication and data exchange between different healthcare systems and providers. By adhering to interoperability standards, hospitals can ensure the smooth flow of information across various platforms, enhancing care coordination and patient outcomes.

Workflow Optimization is essential for maximizing efficiency and productivity within healthcare settings. Hospital Information Management systems streamline administrative processes and clinical workflows, minimizing redundancies and delays. Through the implementation of automated scheduling, billing, and documentation tools, hospitals can optimize resource utilization and enhance overall operational efficiency.

Effective Resource Allocation is a fundamental aspect of Hospital Information Management. Hospitals must strategically allocate resources, including personnel, equipment, and facilities, to meet the diverse needs of patients while minimizing waste and inefficiencies. Data-driven decision-making plays a crucial role in resource allocation, enabling hospitals to allocate resources based on patient demographics, acuity levels, and service demands.

Regulatory Compliance is a top priority for healthcare organizations, with strict guidelines governing data privacy, security, and ethical practices. Hospital Information Management systems must adhere to regulatory requirements, ensuring compliance with laws such as HIPAA and GDPR. By implementing robust compliance frameworks and conducting regular audits, hospitals can mitigate risks and uphold ethical standards in patient care delivery.

In conclusion, Hospital Information Management serves as the backbone of modern healthcare, encompassing various elements such as Patient Data Security, Interoperability Standards, Workflow Optimization, Resource Allocation, and Regulatory Compliance. By embracing these components and leveraging advanced technologies, hospitals can optimize operations, enhance patient care, and drive positive outcomes in the ever-evolving healthcare landscape.

[rajaniesh]

Scaling Your Data Mesh Architecture for maximum efficiency and interoperability

[tudipblog]

What is Cloud Computing in Healthcare?

Cloud computing for the healthcare industry is the way of implementing remote server access through the internet for storing, managing, and processing healthcare data. In this process,  on-site data centers aren’t established for hosting data on personal computers and hence provides a flexible solution for healthcare stakeholders to remotely access servers where the data is hosted.

Shifting to the cloud has two-fold benefits for both patients and providers. On the business side, virtualization in cloud computing has been beneficial to lower the operational spend while enabling healthcare providers to deliver high-quality and personalized care.

The patients, on the other hand, are getting accustomed with fast delivery of the healthcare services. Healthcare cloud computing increases involvement of patients by giving them access to their healthcare data, which ultimately results in better patient outcomes.

The remote accessibility of healthcare added with the democratization of data free the providers and patients which breaks down the location barriers to healthcare access.

What are the Benefits of Cloud Computing in the Healthcare Industry?

Cost-effective solution:The primary premise of healthcare cloud services is real time availability of computer resources such as data storage and computing power. Both healthcare providers and hospitals don’t need to buy data storage hardware and software. Moreover, there are no upfront charges linked with the cloud for healthcare, they will only have to pay for the resource they actually use. Applications of cloud computing in healthcare provides an optimum environment for scaling without paying much. With the patient’s data coming  from not only EMRs but also through healthcare apps and wearables, a cloud environment makes it possible to scale the storage while keeping the costs low.

Easy interoperability: Interoperability is establishing data integrations through the entire healthcare system, regardless of the origin or where the data is stored. Interoperability powered by healthcare cloud solutions, makes patients’ data available to easily distribute and get insights to aid healthcare delivery. Healthcare cloud computing enables healthcare providers in gaining access to patient data gathered from multiple sources, share it with key stakeholders and deliver timely protocols.

Ownership of data by patients:The combination of cloud computing and healthcare democratize data and give the patients control over their health. It increases participation of patients in decisions related to their health, working as a tool to better patient involvement and education. The importance of cloud computing in the industry can also be seen by the fact that the medical data can be archived and then retrieved easily when the data is stored on the cloud. With an increase in the system uptime, the redundant data reduces to a huge extent, and the data recovery also becomes easier.

Improved collaboration:The implementation of cloud for healthcare has a major role in boosting collaboration. By storing the Electronic Medical Records in the cloud, patients don’t need to have separate medical records for every doctor visit. The doctors can easily view the information, see the outcome of previous interactions with the specialists, and even share information with each other. This saves their time and enables them to provide more accurate treatment.

Enhanced patient experience:With the help of cloud for healthcare, doctors have now the power to increase the patient involvement by giving them anytime access anywhere to medical data, test results, and even doctors’ notes. This gives the patients control over their health as they become more educated regarding their medical conditions. In addition to this, cloud computing in healthcare provides a check for the patients from being overprescribed or dragged into unnecessary testing as doctors can find in the medical records.

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