Promise and Pitfalls: A Look at California's Regional Health Information Organizations - JANUARY 2019

Promise and Pitfalls: A Look at California's Regional Health Information Organizations - JANUARY 2019
Promise and Pitfalls:
A Look at California’s Regional Health
Information Organizations

About the Author                                     3 Introduction
Walter Sujansky, MD, PhD is the principal consul-
                                                     4 What Is an HIO?
tant at Sujansky & Associates, a California-based
consulting firm that specializes in the analysis     6 Types of HIOs
and design of EHRs, disease registries, and solu-      1. Regional
tions for health information exchange.
                                                       2. Enterprise or Private
                                                       3. EHR Systems That Enable Data Exchange
                                                       4. National Vendor-Sponsored
The author thanks the many HIO leaders and
other experts who provided valuable insights           5. HIOs That Connect HIOs
and data used in this report. Thanks also to           6. Niche Commercial Data-Exchange Services
Ross Martin of 360 Degree Insights and Melissa
Schoen of Schoen Consulting who helped with          7 High-Value Use Cases
the research and interview processes.
                                                    10 Current Challenges and Potential Paths Forward

About the Foundation                                14 Types of Entities That May Participate in
The California Health Care Foundation is               Regional HIOs
dedicated to advancing meaningful, measur-
                                                    17 Snapshot of Nine California Regional HIOs
able improvements in the way the health care
delivery system provides care to the people of      27 How Regional Market Dynamics Shape the Role
California, particularly those with low incomes        of Regional HIOs
and those whose needs are not well served by           Key Factors
the status quo. We work to ensure that people
                                                       Case Studies: Real-World Implications of Regional Market
have access to the care they need, when they
                                                       Dynamics on HIO Strength
need it, at a price they can afford.
                                                    29 Looking Ahead: Policy and Technology Trends
CHCF informs policymakers and industry lead-
                                                       to Watch
ers, invests in ideas and innovations, and
                                                       New HITECH Funds on the Horizon for California’s
connects with changemakers to create a more
                                                       Regional HIOs
responsive, patient-centered health care system.
                                                       The Potential of TEFCA
For more information, visit              Fast Healthcare Interoperability Resources (FHIR)
                                                       Consumer-Mediated Health Information Exchange

                                                    31 Conclusion
                                                    32 Endnotes

California Health Care Foundation                                                                                 2
Introduction                                                          Some providers participated in efforts to create nonprofit
                                                                      alternatives to private data-exchange networks, known

      ach time a person comes in contact with a health                as community-based or regional HIOs, and at least nine
      care or social service entity, some amount of new               such entities operate across various parts of the state
      data about that person is created. It could be as               today. Participation in these networks, however, has
simple as their current weight or employment status, or               been variable and, in many regions, has not yet reached
as complex as a summary of a two-week hospital stay.                  the critical mass needed to provide maximal value and
All too often, entities must share in the care of a patient           achieve financial self-sustainability.
without actually being able to share much of the valu-
able data they hold about that patient. The inability to              At the same time, the EHR vendor market has been
exchange information can result in care rife with some of             consolidating, with fewer vendors serving an increasing
the industry’s worst flaws, including wasteful spending,              proportion of provider organizations in the state. Certain
poor coordination, and reactive rather than preventive                of these vendors have created capabilities to enable
care. This report examines the various types of health                robust data sharing among the customers of their own
information exchange (HIE) resources available to                     products, and also collaborated with each other to create
provider organizations in California, the value that stake-           basic data-sharing networks across their products. These
holders are seeking to realize from such resources, and               developments have created new avenues for interopera-
the specific role of nonprofit regional health information            bility among the provider organizations using EHRs from
organizations (HIOs) within this landscape.                           these largest of vendors. However, they have also further
                                                                      marginalized provider organizations that continue to use
Government and private enterprise have both recog-                    EHRs not yet participating in these vendor-based data-
nized the value of improving the ability of entities inside           sharing networks or using older versions of EHRs that
and outside of the health care system to easily exchange              do not have these data-sharing features. In many cases,
data that could inform patient care. On the government                these providers, especially in the outpatient setting,
side, initiatives and incentives to promote the exchange              comprise smaller, independent physicians and commu-
of health information have ranged from sweeping federal               nity clinics that serve the safety-net population.
efforts to more limited local ones. On the federal level,
the Health Information Technology for Economic and                    Hence, for independent providers and safety-net clinics,
Clinical Health (HITECH) Act, passed in 2009, has been                nonprofit regional HIOs remain an important means to
one of the most influential legislative efforts. It has offered       connect and exchange data with collaborators in their
billions of dollars in financial incentives focused on two            communities. Because they are community-run and aim
primary goals: first, increasing adoption of electronic               to achieve total regional connectivity through inclusivity,
health record (EHR) technologies; and second, enabling                regional HIOs offer a healthy counterbalance to trends
entities to share this newly created wealth of electronic             in the private market. They guard against any one EHR
health information through the creation of HIOs.                      vendor or other corporate entity gaining too much con-
                                                                      trol over vital data-exchange capabilities. They are also
In California, EHR adoption flourished uniformly, while               especially well suited to meet the needs of safety-net
the growth of HIOs was more fragmented. State gov-                    patients and the providers who care for them. For exam-
ernment efforts to standardize and coordinate HIO                     ple, a regional HIO can include nontraditional service
development across the large California marketplace                   providers, such as housing agencies or substance-use
were largely superseded by local market dynamics and                  treatment facilities, that are vital to the well-being of
development trajectories. Parts of the California provider            vulnerable populations but are otherwise excluded
market are dominated by large private health systems,                 from data exchange occurring via EHRs or within private
many of which could afford to purchase robust EHR                     health systems. Also, the nonprofit nature of regional
systems and develop private, exclusive HIOs to enable                 HIOs fosters collaboration and communication among
the exchange of data within their health systems. Many                members of competing health systems and EHRs that
smaller provider entities, often members of the safety-               private-market forces might otherwise inhibit. This col-
net or independent physician communities, were left out               laboration is especially critical for the care of safety-net
of the more robust EHR and private HIOs and, as a result,             patients, whose frequent use of emergency services1
often lacked early access to data-exchange capabilities.              and specialty care referrals2 makes them more likely to

                                              Promise and Pitfalls: A Look at California’s Regional Health Information Organizations   3
see providers belonging to multiple health systems and          Technical Components
using multiple EHRs.                                            $$ Implemented   data interfaces. The HIO’s means
                                                                  of sending and receiving patient data; sometimes
While regional HIOs have come a long way in California            includes user-interface features integrated within the
since the first one was founded in Santa Cruz in 1996,            existing EHR systems of participating enterprises.
they have a long road still to travel before they fully real-
ize their potential to help create more connected and           $$ Master patient index (usually). Consolidates patient
coordinated care systems within the state. Regional HIOs          demographic information and unique identifiers
currently touch an estimated 22 million lives in the state,       across participating enterprises for the purpose of
but only about half of California’s hospitals participate,        matching a person’s clinical information held by
and 23 of California’s 58 counties still lack any significant     different providers.
regional HIO presence. Many regional HIOs are strug-            $$ Record-locator  service (sometimes). Tracks the pres-
gling to find sustainable financial footing and to prove          ence and location of specific patients’ data among
their value in the face of well-funded private alternatives.      the participating enterprises.
Investing in their success offers a tangible path to tack-
ling the fragmentation in California’s health care system,      $$ Patient-data repository (sometimes). Centrally
which remains a persistent source of frustrations, ineffi-        aggregates, normalizes, and stores patient data
ciencies, and disparities.                                        submitted by participating enterprises. Many HIOs,
                                                                  however, just transmit patient data from point A to
                                                                  point B and do not maintain a persisted copy of
                                                                  the data.
What Is an HIO?                                                 $$ Data-sharing   applications (usually). Provide vari-
In general, health information exchange organiza-                 ous functions, including search, document retrieval,
tions, also known as HIOs, are entities that facilitate the       alerts, and data analysis, for the patient data that are
exchange of patient health information among the enter-           accessible via the HIO. The most commonly included
prises comprising a health care delivery system. They             application is a web-based portal for the search and/
can be either community-based and nonprofit, known in             or retrieval of patient documents. Other applications
California as regional HIOs, or owned and operated by a           may include a subscription and routing mechanism
private enterprise.                                               for event notifications (e.g., inpatient admissions) or
                                                                  a bulk data-export capability to populate analytical
                                                                  databases and population-health tools.
Components of HIOs
No two HIOs are exactly alike, but they typically have sim-
ilar organizational and technical components to enable
the sharing of patient data among their participants.

Organizational Components
$$ Documented       data-exchange standards. Agreed-
   upon formats for the exchange of health information
   that all participating enterprises will support.

$$ Participation   agreement. Formalized relationship
   between the HIO and the enterprises that participate
   in it, including payment terms and legal obligations.

$$ Data-use  agreement. Agreed-upon allowed uses
   of data received via the HIO — for example, limiting
   use to treatment purposes or prohibiting the bulk
   aggregation of data for insurance-contracting pur-

California Health Care Foundation                                                                                        4
Distinct Technology Models
Although HIOs share many components, a key distinction among many of them lies in the technology models that
underlie their data infrastructures. The technology model that an HIO chooses fundamentally shapes how it collects,
organizes, and exchanges its data, and therefore what use cases it can offer its members. There are three commonly
used technology models: federated, hybrid, and centralized models.

Centralized Model                                                          BENEFITS
The centralized model operates like a hub and spoke                        $$ Quickly   scalable
whereby data are physically aggregated and managed                         $$ Lower   cost to implement
centrally. An HIO is responsible for operating the cen-
tralized technology and making that clinical information                   CONSTRAINTS
available to HIO participants through it for permitted                     $$ Limited   potential for data consolidation and analysis
purposes agreed to by those participants.
                                                                           $$ Lower likelihood of matching patients’ data between
BENEFIT                                                                       organizations

$$ Rich set of aggregated and consolidated patient
   data, enabling more analytical use cases                                Hybrid Model
                                                                           The hybrid model is similar to the federated model in
CONSTRAINTS                                                                that it mostly relies on legal and governance agree-
$$ Difficult   to normalize and standardize data                           ments, but it has a thin layer of technology that
$$ More   difficult to scale                                               centralizes some patient data, like identities and record-
                                                                           locator services. This thin layer of technology and
$$ Requires    greater trust among participating members
                                                                           centralized data storage serve to improve the coordina-
                                                                           tion of data exchange.
Federated Model
In the federated model, data are stored and man-                           BENEFIT
aged by a distributed network of HIO members. These                        $$ More   scalable than fully centralized model
peer organizations adopt standards and processes for
sharing information under a common legal agreement                         CONSTRAINT
among participants. If each participant adopts the abil-                   $$ Limited potential for use cases that require
ity to communicate by those standards, participants can                       data analysis
query one another to search for information on com-
mon patients without relying on any central technology

Note: For a more detailed comparison of these technical models, refer to Douglas B. McCarthy et al., “Learning from Health Information Exchange
Technical Architecture and Implementation in Seven Beacon Communities,” eGEMs (Generating Evidence & Methods to improve patient outcomes)
2, no. 1 (May 5, 2014), accessed December 14, 2018, (PDF).

                                                Promise and Pitfalls: A Look at California’s Regional Health Information Organizations            5
Types of HIOs                                                    accountable care organization (ACO). While these HIOs
                                                                 can include many different participants, such as hospitals,
Generally, any entity facilitating some form of HIE activity,    clinics, laboratories, and even payers, they are typically
regardless of the underlying technology or governance            open only to organizations contractually partnered with
model it uses, can be considered an HIO. Such enti-              the business entity that built the HIO. That purchasing
ties can generally be grouped into one of the following          entity has sole control over the exchange’s data and
categories:                                                      available features.

                                                                 Examples of enterprise or private HIOs in California
1. Regional                                                      include those operated by Kaiser Permanente, Sharp
Regional HIOs are distinct from other HIE resources in           HealthCare, Dignity Health, and Monarch HealthCare.
that they (1) serve defined geographical regions, ranging
from a single county to an entire state; (2) are open to any     While private HIOs are often perceived as presenting
health care enterprise that serves patients in a region,         fewer legal and business liabilities than regional HIOs,
regardless of its business affiliations or choice of infor-      they do have limitations. For example, provider organi-
mation technology vendors; and (3) are nonprofit entities        zations can exchange data only with other organizations
primarily concerned with improving the quality and cost-         that are part of the same business entity served by the
effectiveness of health care in a region through greater         private HIO. Data generated at “outside” provider orga-
availability and sharing of patients’ health information.        nizations — at which a patient currently “in network” may
                                                                 have been seen in the past or in an emergency — are
Examples of regional HIOs in California include Manifest         therefore not available. Furthermore, business entities
MedEx, Santa Cruz HIO, and North Coast Health                    must finance the entirety of the private HIO licensing and
Improvement and Information Network.                             operations and cannot share those costs with outside
                                                                 organizations that might otherwise be part of and con-
While regional HIOs can offer a healthy counterbalance           tribute financially to a more inclusive exchange, such as
to more exclusive private-market options for exchanging          a regional HIO.
data, they do face unique constraints. Chief among them
is financial sustainability. In California, most regional HIOs
rely on a mix of subscription fees and philanthropic or
                                                                 3. EHR Systems That Enable Data
government grants. If one or more large hospitals in a           Exchange
given region opts to build a private HIE network instead         When a single EHR system has been widely adopted in
of participating in the regional HIO, then that HIO may          a particular region and it contains robust data-exchange
lose critical subscription revenues and may be forced to         features, that EHR can act in some ways like an HIO. Data
raise rates on smaller entities. In turn, those entities may     exchanged through the EHR has the advantage of always
opt out of the regional HIO themselves, due to budget-           being integrated directly into the EHR user interface.
ary constraints. Ultimately, the HIO may become overly           Provider organizations can also import patient records
dependent on grant funding, the long-term availabil-             from other facilities that use the same EHR and have
ity of which can be unpredictable. Another challenge             enabled its data-exchange features.
for regional HIOs is that many provide access to data
primarily through a web portal rather than via full EHR          By far the most prominent example in the state is Epic
integration. EHR integration is more costly for regional         and its Care Everywhere network. The Epic EHR is widely
HIOs to implement, but far more attractive for busy pro-         used in California by many hospital systems (e.g., Sutter,
vider users.                                                     Providence, Memorial Care), academic medical cen-
                                                                 ters (e.g., Stanford, UCSF, UC San Diego, UCLA), IDNs
                                                                 (e.g., Kaiser Permanente, Scripps Health, Cedars-Sinai),
2. Enterprise or Private                                         and community clinic networks (e.g., OCHIN [Oregon
An enterprise HIO is built specifically to meet both the         Community Health Information Network], Community
financial and clinical objectives of a distinct business         Medical Centers).
entity such as a hospital system, independent physician
association (IPA), integrated delivery network (IDN), or

California Health Care Foundation                                                                                         6
On the downside, provider organizations cannot access
patient records from facilities that use other EHRs or
                                                                   6. Niche Commercial Data-Exchange
have not enabled their EHR’s data-exchange features.               Services
Furthermore, there is no centralization or curation of             There are numerous commercial, for-profit companies
patient identities, so matching rates can be poor and              that provide specific data-exchange services to medi-
depend on the quality of patient demographic informa-              cal communities. Services tend to focus on a particular
tion provided by the two facilities attempting to exchange         aspect of care, such as the sharing of controlled substance
data. EHRs also often lack the more robust features that           prescribing data across hospital emergency departments
certain regional and private HIE networks provide, such            (EDs), the sharing of patients’ Physician Orders for Life-
as encounter notifications, referral management, results           Sustaining Treatment (POLST) directives, or the sharing
delivery (i.e., “pushing” patient data), or the ability to         of care plans for care coordination.
aggregate and analyze patient data in bulk across mul-
tiple EHR instances.                                               Examples of vendors providing such services include
                                                                   Collective Medical Technologies,, and Vynca.

4. National Vendor-Sponsored
This type of HIO is funded and operated by a consor-
tium of commercial vendors who have the shared goal of             High-Value Use Cases
enabling interoperability among their respective health            From high hospital readmission rates to the costly order-
information technology (IT) products, such as EHRs.                ing of duplicative tests, there are many major pain points
Access to the network is typically tightly integrated into         in health care that persist at least in part because pro-
each vendor’s respective IT product and available to its           viders are unable to easily exchange information with
customers with minimal custom development or configu-              one another about the patients they share. The ability
ration. Since these networks’ members tend to be EHR               to exchange information will only grow more important
vendors, they present benefits (data integrated directly           as the United States health care system increasingly
into the EHR) and challenges (less robust features, inabil-        embraces value-based payment models. These new
ity to access data from facilities that have not joined the        models will require payers and providers to better under-
network or use a nonmember EHR) similar to the afore-              stand which of their patients are at risk for poor outcomes
mentioned individual EHRs offering HIO-like exchange.              and then effectively target resources, from both within
                                                                   and outside of the traditional health care system, to
Examples of national vendor-sponsored HIOs include                 prevent those outcomes. That shift will require many
Carequality, whose network is available to users of Epic,          new capabilities, including robust data collection and
athenahealth, eClinicalWorks, and NextGen Healthcare               analysis, and proactive coordination with nontraditional
EHRs; CommonWell Health Alliance, whose network is                 entities that have an outsized effect on health, such as
available to users of Cerner, Meditech, Evident, athena-           food banks and housing authorities.
health, eClinicalWorks, and Greenway Health EHRs; and
DirectTrust.                                                       The good news is that research has shown that HIOs can
                                                                   help providers meet these new expectations. Substantial
                                                                   HIO adoption has been associated in some studies with a
5. HIOs That Connect HIOs                                          lower rate of hospital readmissions, fewer ED admissions,
These HIOs serve as “gateways” between other existing              fewer duplicated procedures, improved medication rec-
networks, including enterprise HIOs and regional HIOs.             onciliation, greater immunization and health record
They provide services to normalize searches for and                completeness, better identification of drug-seeking
delivery of patient data across distinct HIOs, which can           behaviors, and reduced total cost of care.3 Whether
have differing data formats and standards.                         California will eventually reap similar benefits depends
                                                                   on both increasing HIO participation rates and strength-
Examples nationwide include eHealth Exchange and                   ening the capabilities of the HIOs to ensure they deliver
Strategic Health Information Exchange Collaborative                the utmost value.

                                           Promise and Pitfalls: A Look at California’s Regional Health Information Organizations   7
The use cases outlined in Table 1 comprise the six areas                     members. Although the different regional HIOs are sup-
in which regional HIOs in California are focusing the                        porting these use cases to varying degrees today, most
majority of their efforts related to enhancing their capa-                   have acknowledged and prioritized them as high-value
bilities and ultimately delivering greater value to their                    goals to pursue.

Table 1. Six Use Cases of Regional HIOs in California, continued

USE CASE / DESCRIPTION                      CLINICAL VALUE                     BUSINESS VALUE                    DATA REQUIRED

Longitudinal patient record. HIOs           $$   Reduces potential for         $$   Enables provider entities    $$   Medication allergies;
can provide access to patients’ health           errors caused by poor              that bear financial risk          results of past labora-
information originating from numer-              information about aller-           to avoid poor clinical            tory, imaging, and other
ous sites of care either by aggregating          gies, prior treatments,            outcomes and waste-               diagnostic procedures;
data from across sites into a single             and other informa-                 ful utilization, such as          previously diagnosed
physical patient record or by enabling           tion critical to clinical          redundant testing.                and treated disorders;
retrieval of data on demand from                 decisions.                                                           currently or previously
such sites, effectively creating a single                                                                             taken medications; and
                                            $$   Increases clinicians’
virtual patient record.                                                                                               sites and frequencies
                                                 chances of making
                                                                                                                      of previous medical
                                                 well-informed and
                                                 evidence-based care

Real-time event notification. HIOs          $$   Enables proactive             $$   Enables stakeholders to      $$   Relevant health care
can establish “publish/subscribe”                intervention, timely               divert patients to more           events warranting
infrastructures, in which certain clini-         outpatient follow-up               cost-effective sites of           notification may include
cal events are always reported to the            after ED visits and                care and to prevent               ED visits, hospital
HIO, which then forwards information             hospital discharges, and           costly avoidable hospital         admissions, hospital
about the events to parties that have            tracking of patients’              admissions by interven-           discharges, and appoint-
expressed interest in being notified             attendance at important            ing proactively and               ments for specialist
of them. This mechanism can be                   specialist visits.                 arranging alternative             visits.
configured on an event-specific and                                                 care arrangements.           $$   Hospitals provide the
patient-specific basis. For example,                                                                                  data for ED visits, hospi-
the care-management team at a health                                                                                  tal admissions, and
insurer could be notified each time                                                                                   hospital discharges,
a high-risk patient is seen in an ED,                                                                                 typically via HL7 ADT
or a primary care physician could be                                                                                  (“admit/discharge/
notified upon the discharge of one of                                                                                 transfer”) messages. The
her patients from the hospital.                                                                                       referring and/or consult-
                                                                                                                      ing physician provide(s)
                                                                                                                      the data for scheduled
                                                                                                                      specialist visits.

Results reporting and document              $$   Recovers time other-          $$   Saves time and money         $$   Test results and clini-
delivery to ambulatory providers.                wise spent by clinical             spent on the staff and            cal documents from
An HIO can provide a central “hub”               and administrative staff           technologies required             hospitals sent via HL7
for receiving, translating, and forward-         translating, faxing, and           to maintain numerous              interfaces to outpatient
ing diagnostic results and clinical              receiving diagnostic               electronic data inter-            providers, who receive
documents between hospitals and                  results and clinical               faces to different trading        and integrate the data
outpatient providers. In this model,             documents.                         partners.                         into their EHRs
each hospital and outpatient provider       $$   Moves test results and
need only maintain a single interface            clinical documents
to the hub, which translates the data            that otherwise exist in
formats appropriately to accommo-                fragmented faxes into
date all senders and recipients. This            the EHR, allowing them
approach replaces the highly ineffi-             to more easily inform
cient and costly process of having each          clinical decisionmaking.
hospital and outpatient organization
within a given health care ecosystem
maintain numerous electronic data
interfaces and perform many separate
data translations.

California Health Care Foundation                                                                                                                  8
Table 1. Six Use Cases of Regional HIOs in California, continued

USE CASE / DESCRIPTION                            CLINICAL VALUE                      BUSINESS VALUE                      DATA REQUIRED

Data submission to public health                  $$   Ensures more complete          $$   Saves time and money           $$   Diagnosis, immuniza-
agencies. For provider organizations                   records of patients’                spent monitoring test               tion, and other clinical
that are already submitting lab results                immunizations and                   results for those that              data required by health
and immunization data via some                         reportable diseases,                require reporting to                agencies and submitted
means of data exchange, the HIO                        facilitating and improv-            public agencies.                    by hospitals and outpa-
could analyze, appropriately format,                   ing their future care.                                                  tient providers
                                                                                      $$   Saves time and money
and transmit these data to the public                                                      spent building and             $$   In California, the
health department on behalf of the                                                         maintaining the separate            CalREDIE (reportable
provider organizations. This model                                                         interfaces required to              diseases) and CAIR2
obviates the need for provider organi-                                                     complete electronic                 (immunizations) public
zations to build separate interfaces                                                       submissions, or spent               health registries receive,
to public health agencies and can                                                          manually submitting via             store, and process
automatically monitor all test results to                                                  web portals.                        these data.
identify and transmit those that require

Data aggregation for population-                  $$   Enables proactive identi-      $$   Enables proactive identi-      $$   Clinical data in longitu-
health and utilization-management                      fication of patients at             fication of patients at             dinal patient records;
analytics. HIOs with data connections                  risk for certain poor               risk for costly and avoid-          claims records from
to numerous health care providers                      outcomes and the                    able outcomes and the               health insurers
can receive, integrate, and normalize                  proper allocation of care           proper allocation of care
clinical data pertaining to individual                 management resources                management resources
patients in a physical data repository.                needed to avoid those               needed to avoid those
These data can then be made available                  outcomes.                           outcomes.
for analysis to interested stakeholders,          $$   Enables the proac-             $$   Enables retrospec-
either by exporting the consolidated                   tive identification and             tive analysis of care
records for all applicable patients                    correction of patient               outcomes and costs
to the stakeholders, or by providing                   care not aligned                    across a population to
analytical software to process the data                with evidence-based                 identify patterns associ-
directly on the data repository.                       practices.                          ated with higher-value

Coordinating with nonmedical                      $$   Enables care managers          $$   Better targets resources,      $$   Data on behavioral
providers to address patients’ social                  to better facilitate care           both medical and social,            health care, substance
needs. An HIO that is coordinating                     coordination and follow             to avoid more costly and            use disorder treat-
care between clinical provider organi-                 up on necessary refer-              avoidable outcomes,                 ment, and use of social
zations and delivering longitudinal                    rals for both social and            such as hospitalization.            services — contrib-
patient records, event notifications,                  medical needs.                 $$   Better tracks and                   uted by hospitals,
and data aggregation can facilitate                                                                                            outpatient clinics
                                                  $$   Enables providers to                measures the cost-effec-
“whole person care” by including data                                                                                          (including community
                                                       more effectively screen             tiveness of social service
on behavioral health care, substance-                                                                                          health clinics), county
                                                       for and address the                 referrals with respect to
use treatment, and use of social                                                                                               mental health facilities,
                                                       social factors that can             medical utilization.
services. An HIO can add additional                                                                                            substance use disor-
                                                       harm a person’s health.
value by providing built-in tools for                                                                                          der treatment centers,
care coordination, referral manage-                                                                                            homeless shelters, food-
ment, and patient tracking.                                                                                                    assistance agencies,
                                                                                                                               employment agencies,
                                                                                                                               and corrections facilities

Notes: CAIR2 is California Immunization Registry; CalREDIE is California Reportable Disease Information Exchange; HL7 is Health Level Seven International.

                                                        Promise and Pitfalls: A Look at California’s Regional Health Information Organizations               9
regional HIOs include the nearly 200 California hospitals
Current Challenges and                                                    not currently participating in a regional HIO, other poten-

Potential Paths Forward                                                   tial participant entities, vendors whose technologies
                                                                          could improve HIO capabilities, state and federal officials
While community-based regional HIOs have shown                            who can clarify and revise regulations to be more sup-
promise in other parts of the country, their potential                    portive of data exchange, and philanthropies and other
has yet to be fully realized in California. Regional HIOs                 funders that can help remove up-front financial barriers
can certainly do more work to prove their financial and                   to HIOs’ achievement of greater scale. Table 2 describes
clinical value, especially in the face of steep competition               some of the key obstacles that regional HIOs, together
from private-market alternatives, but they alone cannot                   with other key stakeholders, must navigate in order to
close California’s data-connectivity gap. Other stakehold-                continue progressing toward a more connected, coordi-
ers critical to the long-term success and sustainability of               nated system of care throughout the state.

Table 2. Key Challenges and Potential Paths Forward for Regional HIOs

Limited Participation by Commercial Health Systems

CHALLENGE                                                            POTENTIAL PATHS FORWARD
For executives at commercial hospital systems and health             $$   HIOs can add additional services that provider organizations
systems, the business case for participating in regional HIOs is          need and cannot obtain elsewhere, such as encounter notifi-
often unclear. These organizations are increasingly using data-           cation, data aggregation, referral management, etc.
exchange services provided through their EHR vendors (such
                                                                     $$   Reduce the subscription fees charged to participating
as Carequality, CommonWell Health Alliance, and Epic Care
                                                                          provider organizations whether through state or philan-
Everywhere) and investing in private HIE solutions to achieve
                                                                          thropic subsidies, the expansion of the number of HIO
the levels of clinical integration that they require, rather than
                                                                          participants that pay subscription fees, and/or a reduction in
participating in regional HIOs. In this environment, the value
                                                                          the overall operational costs of the HIO (perhaps by sharing
proposition of regional HIOs is generally decreasing and
                                                                          the technology platform or staffing with other HIOs).
remains greatest only in fragmented medical communities,
where significant provider consolidation has not yet occurred        $$   Mandate or incentivize participation in a regional HIO via
(in California, typically rural communities). As commercial               directives issued either by the state or payers.
hospitals and health systems are often major contributors
of funding to regional HIOs, this trend may reduce available
funding over time if regional HIOs are not able to provide
additional services of value to these organizations or if partici-
pation in regional HIOs is not somehow mandated.

Cumbersome Provider Workflow Due to Limited EHR Integration

CHALLENGE                                                            POTENTIAL PATHS FORWARD
Access to the comprehensive patient record is often available        $$   Whenever possible, regional HIOs should aim to integrate
to users of regional HIOs only via a web-based portal applica-            their services directly into the EHR products used by HIO
tion, which requires clinicians to leave their EHR tool, log in to        participants. This is especially true for ambulatory EHR
a different application, and reenter the patient’s demographic            products, for which the integration process is often more
data before accessing the patient’s record. When a separate               difficult and less well supported by the provider organiza-
application is the only means for accessing HIO data, actual              tions that use them.
use of the HIO is significantly diminished. While integration of
                                                                     $$   At the same time, HIOs would benefit from an attempt
HIO services directly into the EHR is preferred, it also tends to
                                                                          to standardize the APIs and other integration features of
be far more costly.
                                                                          EHR products, so that they more consistently support the
                                                                          existing and envisioned functionalities of HIOs. A working
                                                                          group of EHR vendors and HIOs could convene to address
                                                                          this issue, possibly in collaboration with the HIMSS EHR
                                                                          Association and the Strategic HIE Collaborative (SHIEC),
                                                                          respectively, or similar bodies.

California Health Care Foundation                                                                                                       10
Transition to Centralized Data Storage Models

CHALLENGE                                                           POTENTIAL PATHS FORWARD
Most regional HIOs have historically not physically aggregated      $$   HIOs could develop centralized data repositories for aggre-
the clinical data to which they provide access. Typically, much          gating clinical data submitted by participants. If the HIO’s
of the data remains stored locally at participating provider             core technology does not support this function, a separate
organizations and is retrieved only on demand in the context             data-repository technology can be procured and integrated
of a specific patient search. HIOs are now more aggressively             with the core technology. This data repository should
pursuing the strategy of physically aggregating and storing              include a standardized/normalized data model that supports
patient data within their own data repositories, as this allows          relevant data analytics.
them to provide additional data-delivery and analytic services
                                                                    $$   HIO participants could be incentivized to contribute their
and to differentiate themselves from the data-exchange
                                                                         data to the centralized repository. Incentives could include
capabilities that are increasingly built into EHR products.
                                                                         free data-normalization services or discounts on subscrip-
This transition, however, requires HIOs to upgrade their
                                                                         tion fees.
technologies, their data-normalization capabilities, and their
governance documents. Also, not all participants in HIOs wish       $$   HIOs should seek to make participants feel as comfort-
to submit all of their clinical data to an external, centralized         able contributing their data to the centralized repository
repository due to privacy or data-ownership concerns. Hence,             as possible. Steps may include (a) requiring only a subset
it may be time-consuming and/or not always possible for HIOs             of structured clinical data initially, such as encounter dates,
to fully transition to this model of centralized data storage.           primary diagnoses, lab results, prescribed medications,
                                                                         performed procedures, blood pressure, and weight; (b)
                                                                         implementing robust security and access controls on the
                                                                         aggregated data to minimize risk of unauthorized disclo-
                                                                         sure, as well as performing formal penetration testing on
                                                                         the data repository; and (c) developing specific policies
                                                                         regarding access to data in the repository and formalizing
                                                                         these policies in all participation agreements such that they
                                                                         cannot be changed without each participant’s consent.

Normalizing Data in Centralized Models

CHALLENGE                                                           POTENTIAL PATHS FORWARD
As noted above, HIOs are increasingly seeking to provide            $$   Regional HIOs can engage third-party data-cleansing and
additional value by physically aggregating data from their               data-normalization firms, such as Diameter Health, InteropX,
multiple participants in central data repositories. Centralized          and Redox.
aggregation allows HIOs to consolidate and deliver relevant
                                                                    $$   Stakeholders can lobby federal regulators to increase the
data in batch mode to payers, ACOs, and other participants
                                                                         level of data standardization required of EHR vendors, clini-
for analysis. It also allows HIOs to, themselves, perform data
                                                                         cal laboratories, and other contributors of data to HIOs.
analytics for risk stratification, chronic disease management,
and quality improvement. However, data aggregation, consoli-
dation, and analysis require that heterogeneous clinical data
from multiple sources be standardized and normalized, which
remains a complex and time-consuming task. For example, lab
results from hospitals are often represented using the hospi-
tals’ own coding systems, rather than the standardized LOINC
coding system, necessitating code mapping and translation
when the data are aggregated. Also, the representation and
completeness of clinical data transmitted using the C-CDA
document standard can still vary considerably depending on
the specific hospital or ambulatory provider that generates
these data.

                                              Promise and Pitfalls: A Look at California’s Regional Health Information Organizations    11
Matching Patient Data in Centralized Models

CHALLENGE                                                           POTENTIAL PATHS FORWARD
Correctly matching data received from different organiza-           $$   Outside experts or HIOs themselves could more rigor-
tions to the appropriate patient remains a major challenge               ously study the performance of HIOs’ MPI technologies and
for not just HIOs, but many payers and providers as well.                identify any weaknesses and their root causes.
Although the master patient index (MPI) technologies used by
                                                                    $$   Technology vendors, such as Verato, can continue honing
HIOs have improved, certain HIOs have reported that wholly
                                                                         their solutions for improving patient-matching performance
reliable patient matching still requires a considerable degree
                                                                         and consider partnering with regional HIOs as customers.
of manual curation, i.e., manual review of potential duplicate
records or uncertain match results. In the absence of sufficient    $$   State officials who oversee the CAIR2 and CURES databases
manual effort devoted to this task, multiple identities may exist        could more rigorously analyze the patient-matching
for individual patients within an MPI, which results in fragmen-         techniques used and the accuracy of results delivered by
tation of these patients’ data and incorrect or incomplete               their databases. They could identify any weaknesses and
results in response to data queries. Such errors undermine               work to resolve them in order to improve the match rate and
clinicians’ confidence in the HIO’s data and can reduce their            reduce the likelihood of incorrect matches. The state may
use of the HIO. A similar patient-matching problem exists                consider procuring a more advanced matching technology.
when clinicians access the state’s immunization registry and
prescription drug-monitoring program (i.e., CURES) database.
This problem undermines the value being provided by HIOs
that directly interface to these state databases as a conve-
nience for their users.

Need for Centralized Consent Management

CHALLENGE                                                           POTENTIAL PATHS FORWARD
Currently, a patient’s consent to have her data shared via          $$   Regional HIOs could implement centralized consent-
an HIO is collected and stored separately by each provider               management systems that can be populated by all provider
organization participating in the HIO. Each participant organi-          organizations participating in a given HIO and accessed
zation’s local interface is configured accordingly, so that              by the HIO’s technology at the time that data requests
only the data of patients who have consented to participate              are issued. Such a technology could, for example, enable
in the HIO are made available in response to requests from               patients to specify global consent preferences regarding
other organizations. This model makes it difficult for HIOs to           HIO data access across all their health care provider organi-
ascertain whether the absence of a patient’s data in response            zations, as well as enable an HIO to cross-reference its MPI
to a request is because there are no data for that patient at            to its consent records to identify and contact patients who
the responding organization or because the patient has not               have not consented to sharing some or all of their data.
consented to have her data at that organization shared with
                                                                    $$   Regulators could also further clarify and align statutes and
the given HIO. This leads to situations, for example, in which
                                                                         regulations affecting patient privacy to make centralized
a provider knows that a patient has received services at an
                                                                         consent management simpler. As outlined in the challenge
organization, but retrieves no data on that patient from that
                                                                         below regarding privacy regulations, the nuances and
organization, leaving uncertainty as to whether the cause is a
                                                                         discrepancies that exist among the state and federal regula-
consent issue or an error in the HIO (for example, a patient-
                                                                         tions are incredibly complex.
matching error). Such uncertainty can undermine confidence
in the HIO’s data among provider organizations and reduce
their use of the HIO.

Need for Referral-Management Capabilities for Population-Health Management

CHALLENGE                                                           POTENTIAL PATH FORWARD
Most HIOs do not yet provide referral-management and                HIOs could implement closed-loop referral-management
care-management tools. Such applications enable referral            capabilities that are tightly integrated with their core
requests to be made and consult notes to be delivered via           technologies and, if possible, with the EHRs of participating
the HIO technology, as well as oversight to be provided for         organizations. If the HIO’s core technology does not support
the referral process (e.g., referral authorization, appointment     this function, a separate referral-management technology
reminders, transportation assistance). Certain commercial           could be procured and integrated. Available third-party
vendors offer third-party referral-management solutions,            commercial products include, Netsmart, and CrossTx.
but they require technical integration with the HIO’s core
technology and may entail the use of separate interfaces or
applications by HIO participants.

California Health Care Foundation                                                                                                     12
Need for Robust Real-Time Encounter-Notification Capability

CHALLENGE                                                                     POTENTIAL PATH FORWARD
Regional HIOs are just beginning to provide real-time event-                  HIOs could develop or procure publish/subscribe mechanisms
notification services. However, the necessary real-time HL7                   and patient-attribution data for routing event notifications to
ADT data submissions from all hospitals and referring physi-                  appropriate recipients. Third-party commercial vendors such
cians are generally not yet in place, nor are the mechanisms                  as Audacious Inquiry and Collective Medical Technologies
for stakeholders to subscribe to and receive alerts regard-                   provide such services.
ing events of interest. One key challenge in implementing
this feature is maintaining an up-to-date mapping between
patients and the providers and insurers who are interested in
and authorized to receive relevant alerts about them.

Privacy Regulations Inhibiting Behavioral Health and Nonclinical Data Sharing

CHALLENGE                                                                     POTENTIAL PATHS FORWARD
HIPAA and state regulations impose additional consent                         $$   To address restrictions on the sharing of mental health and
requirements for the sharing of mental health and substance-                       substance-use data, HIOs and the participating provider
use data by provider organizations. These regulations typically                    organizations that serve patients with those needs could
require an affirmative (“opt-in”) consent model for these                          collaborate to better streamline the process of consent-
specific types of data, even when the default consent model                        ing patients specifically to share these types of data.
for an HIO is “opt-out.” The likelihood of an HIO obtaining                        Streamlining would primarily require workflow and policy
that much more burdensome level of consent from all partici-                       changes at those provider organizations but could also
pants is far lower. This dynamic can result in significant gaps in                 involve HIOs implementing centralized consent-manage-
the mental health and substance-use data available via HIOs.                       ment systems (see above).
HIPAA also prohibits the sharing of protected health informa-
                                                                              $$   To address the HIPAA proscriptions on the sharing of PHI
tion with organizations that are not “covered entities” in the
                                                                                   with noncovered entities, HIOs could explore the creation
absence of explicit patient consent. Such organizations include
                                                                                   of business-associate agreements (BAAs) with social service
various social service agencies, such as housing agencies,
                                                                                   agencies, which may allow data sharing without explicit
employment agencies, food-assistance agencies, and correc-
                                                                                   patient consent. Given that provider organizations already
tional facilities, whose data are relevant to coordinating “whole
                                                                                   have BAAs in place with their HIOs, this approach may
person care” to underserved populations.
                                                                                   require also modifying those BAAs. Stakeholders may also
                                                                                   consider lobbying federal regulators for additional clarity on
                                                                                   these legal complexities.

Notes: API is application programming interface; CAIR2 is California Immunization Registry; C-CDA is Consolidated-Clinical Document Architecture; CURES
is Controlled Substance Utilization Review and Evaluation System; HIMSS is Healthcare Information and Management Systems Society; HIPAA is Health
Information Portability and Accountability Act; HL7 is Health Level Seven International; LOINC is Logical Observation Identifiers Names and Codes; PHI is
protected health information.

                                                      Promise and Pitfalls: A Look at California’s Regional Health Information Organizations            13
Types of Entities That                                                         regional HIO. Each entity will weigh the benefits of partic-
                                                                               ipating against the costs of doing so. It will also examine
May Participate in                                                             the types of data its regional HIO offers and expects

Regional HIOs                                                                  members to contribute — and whether those data align
                                                                               with the entity’s needs and capabilities. Ultimately, all of
Nearly every type of health care entity, no matter how                         these factors amount to a question of value: Compared
small or how specialized, could improve the care it offers                     to other data-exchange solutions available to a given
patients by participating in data exchange. However, due                       entity, does its regional HIO meet enough unique needs
to a host of business, financial, and technological rea-                       to justify the cost and effort required to join?
sons, not every entity is equally likely to participate in its

Table 3. HIO Participation Considerations for Various Health Care Entities, continued
                               PARTICIPATION                                                         DATA THE ENTITY MAY…

Reasons to participate                  Barriers to participation                Contribute to the HIO            Seek from the HIO


Private Hospitals
$$   Exchange clinical information      $$   Most use major EHR platforms        $$   Inpatient and ED            $$   Clinical data contributed
     with ambulatory centers as              with built-in HIE capabilities           admissions (ADT)                 by other hospitals
     part of referral network                via the national HIE networks.      $$   Lab, radiology, and         $$   Outpatient encounter
$$   Participation in risk-bearing or   $$   The value of receiving data              other results (HL7)              notifications (ADT)
     pay-for-performance contracts           from ambulatory centers has         $$   Structured encounter        $$   Outpatient lab,
     that require data exchange for          been limited, especially when            summary documents                radiology, and
     care coordination                       the number of ambulatory                 (C-CDA)                          other results
                                             participants in the HIO is low.
$$   Especially high use among                                                   $$   Unstructured summary
     EDs and outpatient clinics                                                       documents (e.g.,
     within hospitals                                                                 discharge summary)

Public Hospitals
$$   Participation in risk-bearing or   $$   Costs associated with both          $$   Same as private hospitals   $$   Same as private hospitals
     pay-for-performance contracts           up-front IT integration work
     that require data exchange for          and ongoing subscription and
     care coordination                       maintenance fees
$$   Less likely to benefit from the    $$   The value of receiving data
     private HIO resources avail-            from ambulatory centers has
     able to hospitals in larger             been limited, especially when
     systems                                 the number of ambulatory
                                             participants in the HIO is low.

Large Outpatient Providers (multispecialty, community health centers, IPAs)
$$   Participation in risk-bearing      $$   Costs associated with both          $$   Outpatient encounter        $$   Notifications of hospital
     or pay-for-performance                  up-front IT integration work             notifications (ADT)              and ED encounters
     contracts that require data             and ongoing subscription and        $$   Outpatient lab,             $$   Result data from hospi-
     exchange for care coordina-             maintenance fees                         radiology, and other             tals, other outpatient
     tion and population health         $$   Alternatives for data                    results (HL7)                    providers, and lab/
$$   Especially need ED or                   exchange through participa-                                               imaging centers
                                                                                 $$   Medication lists and
     inpatient information from              tion in private HIOs (e.g., in           medication allergies        $$   Outpatient medication
     hospitals, including encounter          IDNs, IPAs, or ACOs)                                                      lists
     notifications and discharge                                                 $$   Immunizations and
                                        $$   Lack of integration with the
     summaries                                                                        reportable diseases         $$   Structured and
                                             providers’ EHRs may make                                                  unstructured summary
                                             access to HIO data cumber-          $$   Structured encounter
                                                                                                                       documents from hospi-
                                             some and time-consuming.                 summary documents
                                                                                                                       tals, EDs, and outpatient
                                                                                 $$   Unstructured summary
                                                                                                                  $$   Immunization registry
                                                                                      documents (specialty
                                                                                      consult notes)
California Health Care Foundation                                                                                                                  14
Table 3. HIO Participation Considerations for Various Health Care Entities, continued
                                PARTICIPATION                                                       DATA THE ENTITY MAY…

Reasons to participate                  Barriers to participation              Contribute to the HIO             Seek from the HIO


Laboratory and Imaging Centers
$$   Provides a single interface        $$   Costs associated with both        $$   Lab results and              $$   Lab and radiology orders
     hub for delivering results to           up-front IT integration work           radiology reports
     many providers                          and ongoing subscription          $$   Radiology images
                                             and maintenance fees
$$   Aggregates and delivers
     results to disease registries,     $$   Existing alternative channels
     population-health programs,             to deliver results to ordering
     etc.                                    providers (via dedicated
                                             HL7 interfaces)

Payers (including county, state, and commercial plans)
$$   Contribute claims data to          $$   Subscription fees charged         $$   Claims data                  $$   Real-time notification
     supplement missing clini-               by HIOs                                                                  of hospital, ED, and
                                                                               $$   Membership and
     cal data due to incomplete                                                                                       outpatient encounters
                                        $$   Data sharing agreements                PCP-assignment data
     participation by provider               can sometimes restrict payer                                        $$   Structured clinical data to
     organizations                           access to clinical data, reduc-                                          drive population-health
$$   Access clinical data to                 ing the value of participation.                                          and quality-measurement
     facilitate population-health,                                                                                    activities
                                        $$   Reluctance to share claims
     care-coordination, quality,             data or membership data
     and pay-for-performance                 with competitors

Small FQHCs, Community Health Clinics, and Small Physician Practices
$$   Participation in risk-bearing or   $$   Costs associated with both        $$   Same as large outpatient     $$   Same as large outpatient
     pay-for-performance contracts           up-front IT integration work           providers, although often         providers
     that require data exchange for          and ongoing subscription               limited because of costs
     care coordination                       and maintenance fees                   and difficulties of EHR
$$   More likely to use less            $$   Lack of integration with the
     expensive EHRs that do not              providers’ EHRs may make
     yet include access to other             access to HIO data cumber-
     vendor-centric HIE networks             some and time-consuming.
$$   Less likely to be participating
     in a private HIO through an
     IDN, IPA, or ACO

EMS Providers
$$   Facilitate clinical care           $$   Limited resources for             $$   Clinical status during       $$   Medication lists
     during patient treatment                technical integration of               transport to ED, includ-     $$   Medication allergies
     and transport                           EMS information systems                ing chief complaint, vital
                                             with HIO                               signs, and acuity            $$   Problem lists
$$   Prepare receiving ED for
     patient arrival                    $$   Limited business drivers                                            $$   POLST/DNR forms
                                             for EMS integration
$$   Track patient outcomes
                                             with HIOs
     subsequent to transport

                                                    Promise and Pitfalls: A Look at California’s Regional Health Information Organizations     15
Table 3. HIO Participation Considerations for Various Health Care Entities, continued
                                 PARTICIPATION                                                             DATA THE ENTITY MAY…

Reasons to participate                    Barriers to participation                Contribute to the HIO               Seek from the HIO


Urgent Care Centers
$$   Facilitate diagnosis and treat-      $$   Costs associated with both          $$   Outpatient encounter           $$   Problem lists
     ment                                      up-front IT integration work             notifications (ADT)            $$   Medication lists
                                               and ongoing subscription
$$   Assist in arranging appropri-                                                 $$   Lab results and radiol-
                                               and maintenance fees                                                    $$   Medication allergies
     ate follow-up care                                                                 ogy reports for locally
                                          $$   Urgent care centers unaffili-            performed studies              $$   Past lab results and
$$   Facilitate referrals to affiliated
                                               ated with IDNs or ACOs may                                                   radiology images
     provider organizations                                                        $$   Structured encounter
                                               have little financial incentive                                              Record of past inpatient
                                                                                        summary documents              $$
$$   Participation in risk-bearing or          to join an HIO.                          (C-CDA)                             and outpatient encoun-
     pay-for-performance contracts                                                                                          ters, including specialists
     that require data exchange for                                                $$   Unstructured discharge
     care coordination                                                                  summaries

Long-Term Care (LTC) and Skilled Nursing Facilities (SNFs)
$$   Participation in risk-bearing or     $$   Some do not yet have                $$   Medication lists               $$   Structured and unstruc-
     pay-for-performance contracts             sophisticated EHRs that can                                                  tured transition of care
                                                                                   $$   Problem lists
     that require data exchange for            interface with an HIO.                                                       documents from hospi-
     care coordination and avoid-                                                  $$   Progress notes                      tals and EDs
                                          $$   The EHRs that are used are
     ance of readmissions                                                               Lab results and
                                               different from those used           $$

$$   Especially need ED or hospi-              by hospitals and outpatient              radiology reports
     tal discharge information                 providers, and are not likely
     for returning or incoming                 to have the interoperability
     residents                                 features required under the
                                               meaningful use EHR certifica-
$$   Need to transmit patient data
                                               tion program.
     to hospitals for patient trans-
     fers to the ED or inpatient          $$   Initial funding provided
     wards, to prevent readmis-                under HITECH to assist HIO
     sions, facilitate clinical care,          onboarding did not include
     and reduce length of stay                 LTC facilities and SNFs.

Social Service Agencies
$$   Enable county-driven initia-         $$   Social service agencies are         $$   Various social                 $$   Mental and physical
     tives started through federal             not covered entities under               determinants of health,             health problems
     waiver programs, such as                  HIPAA regulations, so infor-             including employment,          $$   Treatment and appoint-
     Whole Person Care Pilots or               mation sharing from medical              housing, and food-                  ment schedules (for
     Health Homes, or other local              providers requires explicit              security status                     transport assistance)
     service providers to coordi-              (“opt-in”) patient consent.
     nate social services with                                                                                         $$   Medi-Cal status and
     medical services                                                                                                       PCP assignment

Inpatient Mental Health and Substance-Use Treatment Facilities
$$   Exchange clinical information        $$   Stringent and complex               $$   Typically limited because      $$   Medication lists
     about shared patients                     restrictions on sharing of               mental health data are         $$   Problem lists
                                               data related to mental health            subject to additional
                                               and substance use constrain              state and federal restric-
                                               ability to contribute data.              tions on sharing, and
                                                                                        substance-use treatment
                                                                                        facilities must obtain
                                                                                        explicit patient consent
                                                                                        for any data sharing

Notes: C-CDA is consolidated-clinical document architecture; DNR is do not resuscitate; EMS is emergency medical services; FQHC is Federally Qualified
Health Center; HIPAA is Health Information Portability and Accountability Act; HL7 is Health Level Seven International; PCP is primary care provider.

California Health Care Foundation                                                                                                                        16
You can also read