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Needle in a haystack
                              president and chief clinical officer at Virtua Health, the
                              hospital’s parent organization.
                                                                                   With 3.4 million patients in Harris Health System’s database,
                                                                                   similar names and dates of birth pose a challenge when
                                After a review of the incident, “we realized that we did not
                                                                                   matching patients with their medical records.
                              have a process in place to safeguard against human error,”
                              Blaber said. “As an institution, we should have had a fail-
                                                                                   Percentage of times ...
                              safe, where we forced her to confirm that she had the right
                                                                                   ... two or more patients shared the same last
                              patient—going through multiple means of identification.”
                                                                                   and first name
                                Virtua now uses four identifiers for all transplant pa-
                                                                                         7.3% or 249,213 patients
                                                                                         7.3% or 249,213 patients
                              tients—name, date of birth, last five digits of the Social
                                                                                   ... five or more patients shared the same last
                              Security number and the match number from the United
                                                                                   and first name
                              Network for Organ Sharing—and there are multiple points
                                                                                       2.2% or 76,354 patients
                                                                                                                               100%
                                                                                   0%
                              at which a second staff member is required to confirm
                                                                                   ... two or more patients shared the same last name,
                              those details.
                                                                                   first name and date of birth
                                “We knew this was not our best day,” Blaber said. “We   0%  2.2% or 76,354 patients            100%
                                                                                       2% or 69,807
                              knew we had to do better.”                           0%  2% or 69,807                            100%
                                The patient who should have received the transplant got
                              a kidney about a week later, according to the hospital.  2,488  Number of patients named
                                                                                             Maria Garcia
                              Same name                                                      Number of Maria Garcias sharing the same
                                A classic example of how data can be misleading came   231   date of birth
                              after a Houston-based health system reviewed its patient
                              population, and found it had 2,488 patients named Maria
                              Garcia, 231 of whom had the same date of birth.
                                If any of those Maria Garcias aren’t matched with their   The House of Representatives in June 2019 voted to over-
                              correct record, a physician may not be fully informed of   turn the ban. The Senate did not follow suit.
                              their medical history—a particular concern if, say, some-  “For 20 years we’ve not been able to discuss” a national
                              one has “a disease or ailment that requires certain care,”   patient identifier, said Julie Pursley, director of health infor-
                              said Jose Serna, senior manager for patient access manage-  mation management practice excellence at the American
                              ment at the system, Harris Health System.            Health Information Management Association. While most
                                It’s even more challenging to match patient records be-  agree a national patient identifier wouldn’t be the ultimate
                              tween hospitals, where match rates can be as low as 50%   solution, it could be a helpful piece of the puzzle.
                              to 60%. That’s a foundational challenge for interoperability,   Many hospitals today have seen success rolling out new
                              noted Ben Moscovitch, the Pew Charitable Trusts’ project   technologies and best practices to aid with patient match-
                              director for health information technology. If a hospital   ing, such as biometrics, algorithms and staff training.
                              can’t identify a shared patient at a nearby facility, it won’t be
                              able to get their records. “Bottom line is that effective patient   Need a hand?
                              matching is critical to achieving interoperability,” he said.  At Harris Health System, Maria Garcia wasn’t the only
                                That makes seamless patient matching a particular   problem. About 249,000 of the system’s patients shared a
                              point of concern as companies are rushing to develop   first and last name with at least one other patient, accord-
                              vaccines, antibody tests and other methods to support   ing to an analysis the system completed years ago—which
                              immunity to COVID-19. Generally, immunization regis-  made patient matching a time-consuming task for registra-
                              tries have been plagued by many of the same matching   tion staff, who manually searched for the correct record by
                              issues as the rest of the healthcare ecosystem. There could   asking for a patient’s name and date of birth.
                                                   also be challenges integrating   Harris Health, which treats a large immigrant popu-
                                                   COVID-19 or antibody tests into   lation, also faces challenges since “a lot of our patients
                               THE TAKEAWAY        medical records, as many pa-    don’t have Social Security numbers,” a data element many
                                Inaccurate patient   tients are visiting third-party   healthcare organizations use to bolster matching rates,
                                identification     labs or drive-through sites.    said Amber Wingo, the system’s administrative director of
                                remains a           To   ease  patient-matching    patient access and revenue cycle systems. “Combined with
                                problem, leading   struggles, some countries have   the common names and the (other) commonalities, that
                                to duplicative     issued a national patient identi-  was one of our big issues,” she said.
                                medical costs and   fication number. The U.S. is not   Besides patient-care concerns, poor patient matching
                                denied claims, but   one of them—Congress for de-  has steep costs. Inaccurate patient identification accounts
                                hospitals have had   cades has prohibited HHS from   for roughly $1,950 in duplicative medical care costs per in-
                                success rolling out   using funds to develop a unique   patient and $1.5 million in denied claims per hospital each
                                new technologies
                                and best practices.  patient identifier, citing issues re-  year, according to a survey by Black Book Market Research.
                                                   lated to privacy and security.   So to get around those challenges, Harris Health imple-
                                                                                                       June 8, 2020 | Modern Healthcare  17
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