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Michigan healthcare freedom community forum
There is a big push on to improve health care data sharing in Michigan and across the country. The benefits are obvious, but there are serious issues with facilitating data leakage for both illegitimate commercial and outright criminal purposes:
https://www.govtech.com/health/can-michigan-developers-improve-health-care-data-interoperability
Can Michigan Developers Improve Health-Care Data Interoperability?Jule Pattison-Gordon • June 12, 2023
Michigan Health Information Network Shared Services is partnering with [Amazon] AWS on tech challenge events in which participants use an open-source sandbox to create health-care solutions that support data interoperability.
Patients’ health-care journeys can see them engage with a wide array of health and human service providers, ranging from doctors, specialists and pharmacists to nursing home staff, social program providers and first responders.
But dangerous knowledge gaps can emerge if these providers aren’t able to easily share information with each other, according to Michigan’s state-designated health information exchange, the Michigan Health Information Network Shared Services (MiHIN). To combat this, MiHIN is looking to encourage more developers and organizations to design their health-care IT in ways that support interoperability. The Interoperability Institute — a separate nonprofit created by the MiHIN to focus on health-care interoperability — and AWS announced on June 7 that they are co-launching a “virtual innovation center” called Interop.WORLD, which will provide a “common business architecture on AWS” and also host a series of challenges.
“Interop.WORLD will provide participants an opportunity to test new ideas, collaborate on pressing challenges facing the sector and establish shared resources for the next generation of [health-care IT],” per the announcement.
An example of the work is a pilot project around electronic consent management services that aims to help substance abuse clinics get patient permission to share information about their treatment with other care providers. Otherwise, “without this timely information, healthcare providers are potentially prescribing opioids to an unknown opioid abuser,” per the MiHIN 2022 report.
The upcoming challenge events will be a cross between a hackathon and a connectathon, said MiHIN Executive Director Tim Pletcher during a press Q&A. Challenge participants will create cloud-based solutions using an open-source health data sandbox.
THE PROBLEM
MiHIN sees quick, secure health-care information sharing as key to avoiding dangerous medical mistakes, by giving all providers complete knowledge of patient records.
The benefits of information sharing aren’t just for individuals — such practices can help on a broader, societal level too, per MiHIN. Data sharing can enable entities to better track public health and to respond more quickly to outbreaks.
But health and human service providers aren’t always eager to start sharing their data, Pletcher said. For one, entities may be concerned it will lose them revenue.
“We all know it’s the right thing to do. But it’s actually really hard to get groups to sort of invest energy in work that’s not really going to add value to them, but to some other group,” Pletcher said.
Changing this picture can involve making interoperability “the path of least resistance” and providing incentives, he said.
Entities and individuals participating in the forthcoming challenge events will be tasked with creating solutions using an open-source, health-sector sandbox called Meld.
That sandbox is freely available in the public domain, Pletcher said, and it supports certain health-care data exchange standards. Meld provides a common environment in which developers can test out and explore solutions.
The sandbox also comes populated with synthetic health-care data that can be plugged into those solutions, allowing them to be safely tested. Using the sandbox can help developers learn about interoperability standards.
“That synthetic data is designed for people to be able to understand how the standards work,” Pletcher said.
THE INTERACTATHON
The upcoming challenge events are aimed at entities and individuals involved in developing or implementing technology. They’ll be tasked with using cloud technology to tackle health-care problems, per a press release. The challenges are expected to focus on areas like maternal health data sharing, electronic consent processes, health equity initiatives and training the next-generation workforce.
MiHIN has previously written on electronic consent. Electronic consent management deals with situations in which patients need to give written permission before their health-care provider can share certain private details with another party. According to MiHIN, “Although laws require this written consent, there has been no standard written form for patients to use for providing consent. This lack of standardization has led to confusion and conflicting consent forms and has become a barrier to information sharing and care coordination.”
The Interop.WORLD challenges could take a variety of forms.
“The challenge events will offer a series of activities, from defining the problem/health-sector challenge, to business process modeling, to reviewing standards and technologies, to ‘work backwards’ from the challenge to creating or advancing HIT solutions — and culminate in an interactive event for innovators to demonstrate compelling solutions on the Meld platform,” Pletcher said in an email.
Pletcher dubbed the forthcoming event an “inter-act-athon,” something he said combines the ideas of a hackathon and a connectathon. Hackathons see developers create and present new ideas to tackle challenges, while health-care connectathons focus on vetting and testing softwares to verify they meet interoperability needs.
The challenge events are intended to bring stakeholders together.
“We’ve just recently announced a collaboration with AWS to create these virtual integration centers, to be able to help folks — or what we call communities of practice — organize around the sandbox and synthetic data sets to tackle problems,” Pletcher said.
During the events, participants will also be able to get support from AWS, the Interoperability Institute and “other industry experts” who can assist with “advice, collaboration and building of conceptual models,” per the announcement.
While details of the challenges are still being hammered out, “at this moment, it will cost money to participate — but not much,” Pletcher said in an email.
Finalists will win credits toward use of a proprietary sandbox that, like Meld, is hosted in AWS. This sandbox, called Interoperability Land, also provides synthetic health data, but has a cost to use as well as additional features. It also allows users to conduct their activities outside the public domain, Pletcher said.
“The funding amount will be given to finalists to cover influx in their AWS utilization based on the event or post-event interoperability world solutions,” he wrote.
A long form story out of Idaho about the collapse and bankruptcy of their Health Data Exchange:
What happened to the Idaho Health Data Exchange, and can other states learn from it?By Audrey Dutton - June 28,2023
Exchange ran into financial troubles after its leadership made funding deals that fell through, leading to bitter feud over contract
Health care providers can pull up records from the Idaho Health Data Exchange to help fill gaps in a person’s recollection of their medical history. But the exchange has long grappled with its funding and with a chicken-and-egg problem: how to make itself so robust that users want to pay for it, so that it has revenue to make itself more robust. (Illustration by Kent Schmidt for the Idaho Capital Sun)
Dr. Brian Crownover got a notification from the Idaho Health Data Exchange that his patient was in the emergency room. Crownover is a primary care doctor in the Boise area, but this patient was two hours away, in Twin Falls.
The patient had a complicated mental health history, so when Crownover saw the notification, he called the emergency department at the Twin Falls hospital. He wanted to answer any questions the ER team might have, but he also wanted to help coordinate the patient’s care — so that, if the hospital discharged them with a 14-day supply of a new prescription drug, Crownover could make sure the patient got in to see him by day 13.
Because of cases like that, Crownover swears by the Idaho Health Data Exchange. He uses its electronic record-sharing technology at least two or three days a week in his practice, Treasure Valley Family Medicine.
Health care providers like Crownover can pull up records from the exchange to help fill gaps in a person’s recollection of their medical history. They can see what a surgeon documented during their patient’s hysterectomy 10 years ago. Crownover said the system retains valuable data, like a patient’s sleep apnea test results — a record whose absence will tank a health insurance claim for a CPAP machine replacement, or at least force the patient to repeat the expensive test at a sleep lab.
The goal of the Idaho Health Data Exchange — like similar repositories in other states and regions — was to make every patient’s health records available at the click of a button when they needed to see a specialist, change doctors or get emergency care in another part of the state.
But the Idaho Health Data Exchange has long grappled with its funding and with a chicken-and-egg problem: how to make itself so robust that users like Crownover want to pay for it, so that it has revenue to make itself more robust.
The data exchange went into 2020 with a plan to tap a last round of money from a series of federal grants before they ran out, and in 2021 announced it would receive an $8 million philanthropic grant. But by fall 2022, the Idaho Health Data Exchange was in bankruptcy, owing creditors $4 million and defending itself against creditor lawsuits. It just exited bankruptcy after court-mediated negotiations with creditors.
An investigation by the Idaho Capital Sun has found that the exchange ran into financial troubles after its leadership made funding deals that fell through, leading to a bitter feud over a contract.
More than a decade of federal funding comes to an end for health data exchange
Idaho’s is one of many health data exchanges in the U.S. — organizations that Lisa Bari, CEO of Civitas Networks for Health, thinks of “more like a public utility.”
Health care providers use an array of electronic records systems to manage their patients’ charts, and those systems don’t talk to each other. So, the exchange serves as a hub — an “independent, nonprofit, neutral convener of health information,” Bari said.
At their best, health data exchanges “create a complete, (comprehensive) record of clinical patient care: individuals’ care and also population health, at the overall level,” said Bari. “They also can start to bring in other aspects of data that are relevant — whether they’re public health data, environmental, social care.”
Exchanges got a massive boost in 2009, when Congress passed the HITECH Act that created a long-term federal funding stream.
That stream wasn’t meant to be perpetual, though. It dried up in 2021, with the expiration of the HITECH Act. Another federal funding stream became available: the SUPPORT Act that was signed into law in 2018 and made money available through 2020 for projects that could help crack down on illicit drugs and make treatments for opioid abuse more widely available.
By 2020, some exchanges had become financially sustainable. Idaho’s had not.
Bari, whose job is to support and champion health data utilities, is optimistic about their future and their potential to serve the public. And one of the data exchange’s longtime board members said he’s proud of the exchange and eager for it to move past the bankruptcy.
Every health data utility is different; some are part of a government apparatus, some are public-private partnerships, some are fully private organizations. The Idaho Health Data Exchange is currently the latter, a 501(c)(3) nonprofit.
Because it is privately owned and operated, the IHDE doesn’t have to answer directly to legislators, the governor or his directors in the Department of Health and Welfare and Department of Insurance. The data exchange gives updates to the Idaho Health Quality Planning Commission but isn’t controlled by it.
Still, the exchange was built with money from government programs, including Medicaid, and it holds millions of people’s medical records. The bankruptcy rattled members of the Idaho Legislature, and lawmakers in the 2023 legislative session ordered a look into the data exchange by the Office of Performance Evaluations.
_______________________________________________________________________________
What is the Idaho Health Data Exchange?
The exchange is not a public agency, despite having its roots in state and federal government. The Idaho Legislature passed a bill in 2006 to codify Idaho’s intent to improve health care through use of technology.
The goal of the Idaho Health Data Exchange — like similar repositories in other states and regions — was to make every patient’s health records available at the click of a button when they needed to see a specialist, change doctors or get emergency care in another part of the state.
The exchange’s medical director told the publication Healthcare Innovation in 2021 that the data exchange was taking in about 100,000 medical records per day. According to the publication, the health data exchange held medical records of more than 3 million people as of September 2021.
_______________________________________________________________________________
Health care providers large and small can pay to use the data exchange’s infrastructure to share their patients’ medical records in a streamlined portal.
Crownover pays for “bidirectional” use — meaning he can send and receive patient records.
That tier of access costs more; it’s also the tier of access that best gets to the point of a health data exchange. Only 46 other health care entities are signed up for that level of service, according to the data exchange’s provider list. Idaho’s largest health care systems — St. Luke’s and Saint Alphonsus — are there, but several of Idaho’s largest hospitals aren’t.
The regional hospitals in Idaho Falls and Pocatello aren’t signed up at all, meaning they have no access to records in the portal.
Crownover said he often uses the exchange when taking on new patients.
“Patients, I’m lucky if they can remember 50% of their medical history. Usually it’s 20%,” he said.
When he’s doing his “homework” before seeing a new patient, he said, he’ll find records in the data exchange that flag potentially serious issues: “Like, oh look, that CT scan had an abnormality, it was due to have a follow-up in 12 months, and that was three years ago. That happens all the time.”
Keeping the lights on and the health data flowing
What Crownover does not love is that, as an independent primary care doctor, he pays for the data exchange while others contribute no money and none of their own patient records.
“You’re basically asking the primary care doctors who are the lowest paid,” he said, to pay for a system that works best when it has buy-in from everyone in medicine.
Crownover believes that business model doesn’t work. He thinks government financial support “is required for something like this, because it’s something that affects the entire population — doesn’t matter if you’re red or blue, Luke’s or Al’s (health systems),” he said.
“I agree with him,” said Dick Armstrong, who has been involved with exchange since its inception, and as former director of the Idaho Department of Health and Welfare. “It should be a publicly funded utility.”
But the Idaho Legislature “has made it very clear that they’re not gonna put any money into it,” Armstrong said.
Idaho Medicaid — the health care plan for hundreds of thousands of Idahoans — isn’t “paying the full fee yet” that Idaho’s largest private health systems are paying, Armstrong said. It has been, and will be, a line item for spending in the annual Medicaid budget. Legislators balk at it, he said.
“They don’t like it; they don’t want to fund it. (They say) it takes a lot of money. Well, yeah, but this is a utility, it is something that really works,” Armstrong said.
Now that the data exchange has been approved to emerge from bankruptcy — with a plan to remain financially solvent — Armstrong thinks it has a strong future.
“We’re swinging the doors open again,” he said.
The goal is to fully fund the data exchange with user fees, and the board feels “really quite comfortable” with its finances through 2024, Armstrong said.
Most exchanges, though, rely on a variety of income streams — not just user fees — Bari said.
“The most successful, sustainable” outfits get their revenue from sources like Medicaid technology funding, grants and contracts with public agencies or private insurers, and other sources in addition to user fees, Bari said.
They can use the “big data” they’ve collected to produce reports on, for example, the most effective way to treat diabetes when patients live in remote, rural areas. That’s the kind of research health care businesses want enough to pay for.
“They’ve got multiple ways to fund themselves and keep themselves open,” in ways that benefit patients and the public, Bari said.
How the Idaho Health Data Exchange got sued
The exchange filed for Chapter 11 bankruptcy last August.
Bookkeeping records show that, as it went through that bankruptcy, the exchange paid the consulting firms of its four top executives an average of about $64,000 per month from September 2022 through March 2023.
After the Idaho Capital Sun reported its bankruptcy, the exchange issued a news release that said it “had no alternative but to seek bankruptcy protection” after a lawsuit led to the court-ordered seizure of funds it needed that money to operate, so it had no choice but to seek bankruptcy protection to stay in business, the release said.
The news release has since been removed from the website.
The origin story of that lawsuit is told in emails between Health and Welfare and Idaho Health Data Exchange officials that became public as part of the lawsuit. According to the emails and other court records:
As the end of the SUPPORT Act drew near, the exchange’s management wanted to lock down one last infusion of federal grants by the end of 2020. To do this, they made a deal with a technology vendor, Cureous Innovations: The exchange would pay Cureous for three years of services up front, before the law expired, so that it could put federal funds toward those expenses.
The deal was carried out in cooperation with the Idaho Department of Health and Welfare. Since the funding was federal, the Centers for Medicare and Medicaid Services set a few conditions; for example, the data exchange had to get a discount from Cureous for paying up front.
After that, things went sideways.
The CEO of Cureous sent emails to data exchange leadership in fall 2020, asking about “long outstanding invoices,” including $436,628 for labor. The delay was “causing a financial impact on us that I must address,” wrote CEO Shaun T. Alfreds.
Former Idaho Health Data Exchange Executive Director Hans Kastensmith responded the next day. He said that, months earlier — in spring 2020 — Cureous negotiated “a special payment deal” with Health and Welfare. That deal messed with the data exchange’s usual cash flow, and it put the exchange in a bind, he said, adding that the data exchange “did not support this move but was forced, as a result of your independent negotiations with the department, to accept it …”
Kastensmith wrote that the data exchange had tried to get Health and Welfare to transmit money to pay Cureous, “but unfortunately IDHW will simply not agree.”
Alfreds said he was “surprised and taken aback” by that version of events — and added Health and Welfare officials and others to the email thread.
Andrew Masters, chief information officer for Health and Welfare, was one of the people copied on the conversation. He was “more than disappointed” to read Kastensmith’s account, he wrote.
“To be mischaracterized in this manner, when the entire DHW team has done nothing but work on IHDE’s behalf to ensure the success of this program, is unacceptable,” he wrote. Masters argued that the exchange was “involved in all aspects of these discussions” and payment delays were caused by “roadblocks thrown up by your attorneys; as directed by you.”
“In my entire career I have never worked with a vendor that has treated myself and the organization of which I am a part of in such a poor manner,” Masters wrote.
In its bankruptcy reorganization plan, the Idaho Health Data Exchange places much of the blame for its bankruptcy on the Idaho Department of Health and Welfare, suggesting it hindered the exchange’s access to federal funds to pay its subcontractors.
Health and Welfare spokesperson Greg Stahl said in an email that the exchange’s leadership’s recollections “aren’t accurate. IHDE had full access to the money appropriated by the Legislature; receipt of that funding was contingent on IHDE meeting deliverables specified in its contract with DHW.”
Health and Welfare officials declined an interview request from the Sun.
While the department didn’t say which “deliverables” the data exchange did or didn’t meet, court documents refer to concerns about security documentation.
“In late 2020, reeling from having been deprived of more than $2.2MM of funds (i.e., $1.5MM of eliminated contract value plus $700k of refused invoice payments), IHDE sought out funding support from private organizations,” the exchange’s bankruptcy reorganization plan says.
The $8 million infusion that didn’t come through
In May 2021, IHDE issued a press release about $8 million of private grant money on the way from Ethos Asset Management — a firm that later made Kastensmith an executive director. The money would come “in the form of a grant, that will continue for several years” with an option “to sustain and increase this funding in the future,” the press release said.
That didn’t happen, according to IHDE’s bankruptcy reorganization plan document.
The data exchange had been required to put up $2 million of “pledged collateral,” according to that document.
“While $2.4MM of the funds were distributed to IHDE (from Ethos), the funds were not in accordance with the required distribution schedule and were not adequate to cover the expenses IHDE was incurring to execute on the program requirements,” it says. “In early 2022 it became evident that IHDE could no longer continue to incur the expense associated with executing on the grant program requirements while not receiving promised distributions from the private organization.”
Ethos CEO Carlos Santos told the Sun in an email that his company “never had a grant funding agreement with IHDE. Ethos is not a foundation. We had a financing agreement with IHDE that could go up to 8 Million USD. … After a mutual decision to not proceed (with) the project for higher values, we decided to transform our financing to a grant of 2.4 million USD based on the socially positive external outcomes that our audit team was able to measure from the project.”
Armstrong told the Sun in a phone interview that, as far as he’d been told, Ethos bank accounts were hacked — in the process of sorting that out, Ethos determined that “some of the projects that they were going to work on, like us, just simply were put aside because they didn’t have the money they thought they originally were going to have.”
Asked if that’s what happened, Santos did not answer directly. The contracts “have strict confidentiality clauses in their terms and I do not want to disrespect any of our past or existing clients,” he wrote. “We have a good relationship with the past and present administration of IHDE.”
But, he wrote: “Banking crises and hackers are not a reason for projects to be stopped.”
Michael Ide, chair of the Idaho Health Data Exchange board of directors, declined to answer questions from the Sun about what happened in recent years leading up to the bankruptcy.
“The IHDE leadership is working with the Office of Performance Evaluations and if you’d like information, they may be your resource,” Ide wrote in a brief response to the Sun — referring to the inquiry by OPE, which undertakes evaluations at the direction of the Idaho Legislature. The OPE report won’t be publicly available for several months.
“I’m not going to possibly muddy the community knowledge of the IHDE and make sure the OPE has the right info to report to the legislature,” Ide wrote in response to the Sun.
Armstrong said the decision to remove local management and hire consultants was one of necessity.
“In all candor, we had done a pretty poor job of hiring the right executive directors — good people, but not really technically oriented to the industry,” he said. “The exchange industry is highly specialized and extremely difficult, and we thought we could do a homegrown thing, and it just didn’t work …”
The board knew it would be more expensive to hire consultants, but “we couldn’t afford not to get our technology in order,” he said.
Armstrong said that decision has “in effect, worked, in that the system — the operations side — has been very stable for a long time now.”
The company that runs those operations, Orion Health, has done so well that the data exchange doesn’t need many employees “because they don’t need to do the effort, the setup, all the things that were causing us difficulty,” Armstrong said.
“I’m proud of it,” he said of the Idaho Health Data Exchange. “I’m amazed that it’s so important. It is part of the fabric of everyday life in health care.”
News 12 /KTVZ out of central Oregon publishes a fascinating backgrounder on data transparency and openness.
These are generally assumed to be good things. But note how the cited authority equates hospital pricing with government collection of private health information in their index.
Your idea of transparency and openness is not your government's. Always define your terms!
An essential for every policy student's "Definitions" list.
Informative graphics in the source article omitted here due to size.
How the US ranks globally in data transparency and openness
From the Bureau of Labor Statistics to the Centers for Disease Control and Prevention, the United States has numerous statistical agencies that make federal data available to the general public. However, these systems are not foolproof, and the quality of data collection and dissemination is only as trustworthy as the people at the helm.
The high stakes of a lack of data transparency became apparent during the COVID-19 pandemic—and missteps still reverberate today.
Data transparency has been on a gradual decline in the U.S. since it peaked in 2016, according to the Open Data Inventory index. Today, the nation ranks #22 with a score of 72. In 2016, the U.S. ranked ninth with a score of 76; that’s an improvement after dropping sharply to 70 in 2020 after ranking ninth in 2016 with a score of 76.
The ODIN ranks 195 countries based on data transparency in two categories: openness, or the accessibility of data, and coverage, or the completeness of the data. Each category is scored in points up to 100. As of 2024, the U.S. scored a 64 in coverage and a 79 in completeness.The U.S. declined in the coverage category following deviations from data collection best practices during the Trump administration’s response to the COVID-19 pandemic. The administration ordered hospitals to forgo reporting to the CDC, the authority for health decision-makers, on threat of loss of funding. Instead, data was sent to a Washington-based database, prompting concerns about transparency, accuracy, and quality. Studies show that inconsistent interpretations of the data, and lack of consensus in terminology between agencies, further impeded policymakers from making evidence-based public health decisions.
The importance of data transparency cannot be overstated. It improves public trust in government institutions by holding them accountable, and quality and timely data collection can have a direct impact on major events like a public health crisis, particularly when data can inform targeted interventions that prevent unnecessary deaths. Accurate data can also empower citizens to make their own evidence-based health decisions.
Although the median coverage score of all countries continues to improve, coverage overall is gradually declining. In the U.S., for example, between 2018 and 2020, the country’s openness score dropped four points while the coverage score dropped three points. Data was not collected in 2019.The Data Project used rankings from Open Data Watch, a nonprofit that advocates for statistical data collection, to explore how the U.S. compares to other countries in data transparency and openness. Open Data Watch provides policy advice, support, and monitoring for countries’ data collection systems and public openness.
The Data Project
A look worldwide
World map showing overall scores in data transparency and openness.
Many countries with considerable global influence ranked midway down the list compared to other countries. Russia scored 62 and ranked #57, while India was #82 with a score of 54, tied with much smaller countries like Iceland.
This trend held true for China as well, which achieved a score of 37.4, on par with smaller countries like Namibia and Yemen. This puts the superpower at the bottom of the list at #149.
Luxembourg, the country with the highest gross domestic product, ranked #45 in data transparency with a score of 65, tying with Ecuador, Israel, and Belarus. Singapore, the fourth-leading country by GDP, leads the world in data transparency with a score of 90. It received an openness score of 100, the only country to achieve a score of 100 in any category.
With the exception of Iceland, the Nordic countries all ranked in the top 10 for openness, which measures the completeness of statistical offerings: Denmark ranked third with a score of 87; Finland ranked fourth with a score of 86; Norway ranked fifth with a score of 85; and Sweden ranked ninth with a score of 81.
The Data Project
Lower-income countries fall behind in data transparency
Scatterplot showing no country has a perfect data transparency score. Wealthier countries often score higher, but it’s not always the case. Monaco is an outlier and is not shown in this chart. It has a GDP per capita of over $240,000, and a data transparency score of 24.6.
A country’s relative wealth, as measured by gross national income per capita, generally correlates with greater data transparency. However, while a country’s wealth determines its ability to fund statistical systems, not all countries choose to do so. Many low-income countries exceed comparably richer countries in data transparency, such as Rwanda, with an ODIN score of 59.4 and GNI of $930, compared to Iceland, which has an ODIN score of 53.5 and a GNI of $68,220.
Data accessibility is contingent upon data literacy, freedom of the press, and robust statistical institutions. Even a country with a high ODIN score might not necessarily be transparent. The ability of the country’s journalists to disseminate and investigate information and for nonprofit groups to hold institutions accountable to data accuracy factor into public accessibility and awareness.
For example, while the Russian Federation has an ODIN score of 62, ranking in the upper third of all countries measured in the report, the climate for the country’s journalists has measurably degraded. The country ranks #162 out of 180 countries in the 2023 World Press Freedom Index, which measures the state of press freedom, considering the surge in fake content, propaganda, and artificial intelligence.
Additionally, not all types of data are equally available. Social statistics have remained the least accessible overall compared to economic, financial, and environmental statistics since 2018. Social statistics, which comprises reproductive health care and health outcomes, have a major impact on public health. For instance, without data transparency into the incidence of disease, a timely response that includes contact tracing or distributing resources like medical supplies and vaccines is impossible.
Analyzing trends in data collection also helps identify high-risk populations and monitor the effectiveness of strategies over time. For example, surveillance systems have been successfully used to collect data and identify populations at risk for hemophilia. Data collection in the ongoing HIV epidemic has revealed that infection rates are greater among higher-risk populations in areas where they face more discrimination or are underserved by health care systems.
Though the U.S. has declined in data transparency in recent years, this downward trend won’t necessarily continue. Ongoing and upcoming legislative efforts aim to enhance data transparency, such as the Lower Costs, More Transparency Act, which would provide open and accurate information about hospital pricing, allowing consumers to make more informed decisions. The bipartisan bill passed the House in late 2023 and is awaiting action in the Senate.
Story editing by Alizah Salario. Copy editing by Paris Close.
This story originally appeared on The Data Project and was produced and distributed in partnership with Stacker Studio.
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